April 15, 2026, marks the definitive pivot from AI assistants to autonomous agent orchestration—and the security world is already scrambling to keep up.

The day’s headlines were dominated by a paradox: while Anthropic’s Claude Code demonstrated its power by uncovering a 23-year-old exploit in the Linux Kernel, that same capability is driving a retreat from open-source transparency. Cal.com made waves by announcing a shift to a proprietary license, explicitly citing the risk of AI-driven tools being used by attackers to scan public codebases for vulnerabilities. This tension highlights a new "weapon and target" landscape where AI gateways are becoming essential governance layers to manage permissions and guardrails for agentic systems.

In the infrastructure sector, Amazon made a massive $10.8 billion play to acquire Globalstar, signaling a major escalation in the satellite internet wars against SpaceX’s Starlink. This move ensures Amazon’s LEO network has the radio frequency spectrum and orbital assets needed to scale globally. Meanwhile, on the edge, the hardware narrative is shifting; Gemma 2B reportedly outperformed GPT-3.5 Turbo on benchmark tests while running locally on standard laptops, proving that "CPUs aren’t dead" and that efficient, small-scale models are the future of private, local AI.

The physical world is catching up to the digital one as Boston Dynamics integrated Google DeepMind into its Spot robot. The "robotic dog" can now reason through industrial tasks, such as spotting spills and reading gauges, moving beyond pre-programmed paths toward true autonomy. However, this rapid progress comes amid a tightening venture market. In Seattle, startup deal counts have hit their lowest levels since 2020, as investors pivot toward "bigger checks and fewer bets," focusing on established players in the trust and identity infrastructure space.

As we move deeper into 2026, the industry is no longer asking if AI can do the work, but rather how we can govern the agents that are already doing it.

Featured Articles

5 Practical Tips for Transforming Your Batch Data Pipeline into Real-Time: Upcoming Webinar

This post brings you five practical tips to make the most of your modernization efforts. Join us for an upcoming webinar to learn even more. It’s a common scenario: years ago, you and your data team b...

Keywords: pipelines modernize, modernization pipelines, data pipelines, pipeline modernization, ready pipelines, upgrade pipeline, pipeline overnight, data pipeline, start pipelines, pipelines consider
Source: towardsdatascience.com

5 Techniques for Efficient Long-Context RAG

In this article, you will learn how to build efficient long-context retrieval-augmented generation (RAG) systems using modern techniques that address attention limitations and cost challenges. Topics...

Keywords: expanded retrieval, hybrid retrieval, based retrieval, retrieval use, retrieval, context retrieval, context enrichment, contextual chunking, retrieval process, leveraging context
Source: machinelearningmastery.com

A sufficiently comprehensive spec is not (necessarily) code

A sufficiently comprehensive spec is not (necessarily) code If you're a PEDANT Sorry for missing last week! Was sick and then busy. This week I want to cover a pet peeve of mine, best seen in this com...

Keywords: specs abstractions, spec comprehensive, write specs, code spec, comprehensive spec, spec code, abstraction spec, code specs, programs spec, specification programming
Source: buttondown.com

Abhi Aiyer on building mastra and the future of AI agent frameworks

Abhi Aiyer on building mastra and the future of AI agent frameworks Michael Grinich interviews Abhi Aiyer from Mastra about building open-source AI agent frameworks, developer tooling, and the evolvin...

Keywords: build agents, development agents, agent frameworks, ai agent, typescript ai, build ai, agents reinventing, ai agents, agent framework, building ai
Source: workos.com

Academic fraud may be the symptom of a more systemic problem

‘Academic fraud may be the symptom of a much more systemic problem’ OPINION - It is not surprising that a case of scientific fraud occasionally comes to light, according to associate professor Empiric...

Keywords: scientific fraud, academic fraud, scientific integrity, academic integrity, criticizing scientific, violated scientific, scientists accountable, outright fraud, scientific criticism, outright fraudulent
Source: voxweb.nl

Adaptional (YC S25) Is Hiring Founding AI Engineers

AI underwriting for insurance Adaptional is building AI for insurance. Insurance is one of the largest industries globally, and still manages huge amounts of work with manual data entry, outsourced te...

Keywords: ai insurance, insurance startup, insurance adaptional, building ai, experience insurance, insurance companies, ai agents, insurance insurance, insurance, insurance teams
Source: ycombinator.com

Add voice to your agent

For many of us, our first experiences with AI agents have been through typing into a chat box. And for those of us using agents day to day, we have likely gotten very good at writing detailed prompts...

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Source: blog.cloudflare.com

AI and reasoning: Are we in danger?

Your email address will not be published. Required fields are marked * Comment * Name * Email * Website Δ

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Source: johndcook.com

AI-Assisted Cognition Endangers Human Development

Cognition with the help of AI is already a significant force in our world1, resulting in humanity-sized missed opportunities and risks. In this article, we will explore the risks of AI-assisted cognit...

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Source: heidenstedt.org

AI Gateway: A Governance Layer for Agentic AI

Summary

Unified governance for agentic AI: Control LLMs, tools, and APIs with consistent permissions, guardrails, and policies across providers.
End-to-end visibility and cost tracking: Monitor us...
Keywords: ai agents, agents access, ai agent, ai infrastructure, governance agentic, agent workflow, agents orchestrate, govern ai, tools agents, agents
Source: databricks.com

AI Gateway: How to Connect Agents to External MCPs Securely

Summary

Secure external access: Connect agents to tools like GitHub, Glean, and Atlassian with managed OAuth and per-user permissions.
Unified governance: Register and control MCP servers through...
Keywords: agents auth, auth infrastructure, authentication external, authenticating external, connect agents, agents external, user agents, agents tools, governance auth, external tools
Source: databricks.com

AI Gateway now governs MCP servers (Beta)

April 2026 These features and Databricks platform improvements were released in April 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial rel...

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Source: docs.databricks.com

AI is both weapon and target: Noam Schwartz on the new threat landscape

AI is both weapon and target: Noam Schwartz on the new threat landscape Noam Schwartz of Alice explains why prompt injection is the new SQL injection and what enterprises deploying AI agents need to k...

Keywords: ai security, ai safety, treat ai, ai agent, ai agents, basically ai, safety alice, ai, enterprise security, deploying ai
Source: workos.com

AI ruling prompts warnings from US lawyers: Your chats could be used against you

April 15 (Reuters) - As people increasingly turn to artificial intelligence for advice, some U.S. lawyers are telling their clients not to treat AI chatbots like trusted confidants when their freedom...

Keywords: chatbots lawyers, chatbots legal, chats prosecutors, ai chats, ai chatbots, case conversations, ai legal, intelligence lawyers, law ai, ai chatbot
Source: reuters.com

[AINews] Humanity's Last Gasp

[AINews] Humanity's Last Gasp a quiet day lets us reflect on work in the time of AI One topic that has come up again and again across Latent Space and AI Engineer is how much harder everyone seems to...

Keywords: agent performance, ai lower, ai engineer, agents doing, argued agent, work harder, working harder, ai news, believe ai, ai causing
Source: latent.space

Amazon Buys Globalstar For $10.8 Billion, Moving To Expand Its Satellite Internet Service

Amazon is buying satellite communications company Globalstar for $10.8 billion to expand its Leo satellite-internet network and compete more directly with SpaceX's Starlink. The deal also includes a p...

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Source: tech.slashdot.org

Amazon to Acquire Globalstar and Expand Amazon Leo Satellite Network

Amazon to Acquire Globalstar and Expand Amazon Leo Satellite Network Amazon to Acquire Globalstar and Expand Amazon Leo Satellite Network Globalstar satellites, radio frequency spectrum, and operation...

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Source: businesswire.com

Ameya Bhatawdekar on building AI evaluations at Braintrust

Ameya Bhatawdekar on building AI evaluations at Braintrust Michael Grinich interviews Ameya Bhatawdekar from Braintrust on AI evaluation, prompt engineering, and building reliable AI products at Human...

Keywords: ai evaluations, ai evaluation, ai products, reliable ai, braintrust ai, building ai, evaluation observability, evaluation infrastructure, evaluations braintrust, ship ai
Source: workos.com

An Arm Mainboard for the Framework Laptop

An Arm Mainboard for the Framework Laptop Using the repair-friendly Framework 13 laptop chassis, I've tested the low-end x86 option (a Ryzen AI 5 340 Mainboard), the fastest RISC-V option (DC-ROMA II)...

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Source: jeffgeerling.com

Andrew McLeod on how Certn uses AI for background checks

Andrew McLeod on how Certn uses AI for background checks WorkOS CEO Michael Grinich interviews Certn's Andrew McLeod on AI-powered background checks, trust infrastructure, and the future of identity v...

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Source: workos.com

Anna's Archive loses $322M Spotify piracy case without a fight

Anna’s Archive is generally known as a meta-search engine for shadow libraries, helping users find pirated books and other related resources. However, last December, the site announced that it had als...

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Source: torrentfreak.com

Article: Using AWS Lambda Extensions to Run Post-Response Telemetry Flush

Key Takeaways

Lambda extensions let you do post-response work by registering with /extension/register and using the blocking/extension/event/next call to decide when Lambda can freeze the environmen...
Keywords: lambda timeouts, lambda waits, lambda execution, readiness lambda, asynchronously lambda, flush lambda, lambda flush, gateway lambda, traffic lambda, lambda apis
Source: infoq.com

As AI Infosec Woes Heighten, IBM Intros Autonomous Security Service

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. The service is anothe...

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Source: aibusiness.com

Ask HN: Who is using OpenClaw?

I then moved to Claude CoWork + computer use + dispatch. (before Anthropic disabled the subscription option, although that would have pushed me even more... sadly) Now use it less and use more Claude...

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Source: news.ycombinator.com

Augment Code CEO Matt McClernan on the shift from copilots to agent orchestration

Augment Code CEO Matt McClernan on the shift from copilots to agent orchestration Augment Code CEO Matt McClernan discusses the rapid shift from AI code completions to agent orchestration at HumanX 20...

Keywords: agent orchestration, code ceo, completions agent, directing agents, orchestration developers, later developers, organizations agents, working agents, forefront ai, agents ci
Source: workos.com

AUTO_INCREMENT Is Silently Throttling Your Writes

AUTO_INCREMENT Is Silently Throttling Your Writes Why MySQL's oldest ID generator becomes a bottleneck at scale and what to replace it with For years, AUTO_INCREMENT has been the boring, obvious choic...

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Source: podostack.com

Bigger checks, fewer bets: Seattle startup deal count drops to lowest level since 2020

Seattle-area startups attracted about $1.5 billion in venture funding across 69 deals in the first quarter of 2026, according to the Q1 2026 PitchBook-NVCA Venture Monitor. The deal count was the lowe...

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Source: geekwire.com

Boston Dynamics' Robot Dog Can Now Read Gauges, Spot Spills, and Reason

Boston Dynamics has integrated Google DeepMind into its robotic dog Spot, giving it more autonomous reasoning for industrial inspections like spotting spills and reading gauges. Spot can also now reco...

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Source: hardware.slashdot.org

BoxLang AI Deep Dive — Part 5 of 7: One API, 17 Providers — The Provider Architecture Deep Dive 🛡️

BoxLang AI 3.0 Series · Part 5 of 7 Vendor lock-in is the silent killer of AI projects. You pick OpenAI, build everything against the OpenAI API, and then GPT-5 launches at three times the price. Or a...

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Source: javapro.io

Browser Run: give your agents a browser

AI agents need to interact with the web. To do that, they need a browser. They need to navigate sites, read pages, fill forms, extract data, and take screenshots. They need to observe whether things a...

Keywords: browser ai, browser agent, agent browser, agents browser, ai agent, agents browse, ai agents, cloudflare bot, chrome cloudflare, browser automation
Source: blog.cloudflare.com

Build a personal organization command center with GitHub Copilot CLI

What if you could remove the struggle of context switching across several apps, bringing them together into one place? Meet Brittany Ellich, Staff Software Engineer, and the productivity tool she buil...

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Source: github.blog

Cal.com is going closed source

Cal.com is going closed source. Here's why. After five years as open source champions, Cal.com is going closed source. This wasn’t an easy decision, but in the age of AI-driven security threats, prote...

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Source: cal.com

Cal.com Is Going Closed Source Because of AI

Cal is moving its flagship scheduling software from open source to a proprietary license, arguing that AI coding tools now make it much easier for attackers to scan public codebases for vulnerabilitie...

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Source: yro.slashdot.org

ChatGPT for Excel

<a href="https://news.ycombinator.com/item?id=47785397">Comments</a>

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Source: chatgpt.com

Claude Code Used to Find Remotely Exploitable Linux Kernel Vulnerability Hidden for 23 Years

Anthropic research scientist Nicholas Carlini reported at the [un]prompted AI security conference that he used Claude Code to discover multiple remotely exploitable security vulnerabilities in the Lin...

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Source: infoq.com

Claude may require identity verification in some cases

Being responsible with powerful technology starts with knowing who is using it. Identity verification helps us prevent abuse, enforce our usage policies, and comply with legal obligations. We are roll...

Keywords: identity verification, use verification, verification safety, verification process, verification use, verification typically, verify identity, verification prompt, verification compliance, verification records
Source: support.claude.com

Composable computers for agents: A conversation with Daytona CEO Ivan Burazin

Composable computers for agents: A conversation with Daytona CEO Ivan Burazin Daytona CEO Ivan Burazin explains why every AI agent needs its own computer, how he built an AI with its own identity, and...

Keywords: computers agents, agent computing, agent capabilities, agent sandbox, systems agent, tools agent, capable agents, ai agent, computing environments, agents need
Source: workos.com

Congress Built the Tax-Code Monster

Here’s how to fix overcomplexity at the IRS and give Americans a tax system they can believe in. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/irs-building.jpg?fit=617%...

Keywords: overcomplexity irs, irs americans, irs building, tax believe, irs, americans tax, 04 irs, tax, fix overcomplexity, overcomplexity
Source: nationalreview.com

CoreWeave AI Object Storage: AI-Native Storage Without Limits Solution Brief

Explore how CoreWeave delivers predictable performance and transparent economics by removing general-purpose cloud storage constraints that slow AI at scale.. Read this solution brief to learn:

How...
Keywords: ai storage, coreweave enables, priced coreweave, cloud storage, coreweave, coreweave delivers, explore coreweave, coreweave rethinks, purpose cloud, cloud
Source: wf.coreweave.com

CPUs Aren't Dead. Gemma2B Out Scored GPT-3.5 Turbo on Test That Made It Famous

CPUs Aren't Dead. Gemma 2B Just Scored Higher Than GPT-3.5 Turbo on the Test That Made It Famous — Your Laptop Can Run It, or Cloudflare for $5/Mo. Gemma 2B scored ~8.0 on MT-Bench. GPT-3.5 Turbo scor...

Keywords: cpu prove, cpu strong, thinking cpu, gpt graded, cpuassistant, approaching gpt, cpu tier, cpu produces, cpus, cpu math
Source: seqpu.com

Daily Claude outage is upon us. Waiting for Claude Status to update

System Disruption Detected Elevated errors on Claude.ai, API, Claude Code The Claude API has fully recovered as of 8:01 PT / 16:01 UTC. We are currently working on mitigating the ongoing errors for Cl...

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Source: claudestatus.com

Daily Reading List – April 14, 2026 (#763)

A (mostly) fun and frantic day. But the opposite is no good, so I’ll take it. [blog] Agentic Engine Optimization (AEO). The guide you didn’t know you needed. Addy provides a checklist and more for hel...

Keywords: agent development, ai generated, ai, coding agent, agentic engine, agents benefit, transforms ai, agent, blog agentic, agents
Source: seroter.com

Daily Reading List – April 15, 2026 (#764)

I had lunch with a friend today who showed me how he built an agent team with Claude Code, and the resulting software he completed in days instead of months. It was eye-opening and inspired me to go b...

Keywords: chrome skills, developers read, developers, bugs faster, bug discovery, discovers bugs, ai voice, surviving ai, ai discovers, ai speech
Source: seroter.com

datasette 1.0a27

15th April 2026 Two major changes in this new Datasette alpha. I covered the first of those in detail yesterday - Datasette no longer uses Django-style CSRF form tokens, instead using modern browser h...

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Source: simonwillison.net

datasette-export-database 0.3a1

15th April 2026 This plugin was using the ds_csrftoken cookie as part of a custom signed URL, which needed upgrading now that Datasette 1.0a27 no longer sets that cookie. Recent articles

Meta's new...
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Source: simonwillison.net

datasette-ports 0.3

15th April 2026 A small update for my tool for helping me figure out what all of the Datasette instances on my laptop are up to.

Show working directory derived from each PID
Show the full path to...
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Source: simonwillison.net

★ David Pierce Tried a Bunch of Android Phones and Then Bought an iPhone Again

By John Gruber WorkOS FGA: The authorization layer for AI agents David Pierce, writing at The Verge (gift link): The Pixel 10 Pro solidified a feeling I’d been having through all of my tests: Android...

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Source: daringfireball.net

Dependency cooldowns turn you into a free-rider

Dependency cooldowns turn you into a free-rider Against dependency cooldowns as a response to supply chain attacks Dependency cooldowns are suddenly in vogue. They have quite quickly become widely rec...

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Source: calpaterson.com

Developer policy update: Intermediary liability, copyright, and transparency

Developer policy update: Intermediary liability, copyright, and transparency We’re sharing recent policy updates that developers should know about, updating our Transparency Center with the full year...

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Source: github.blog

Devin in Windsurf

Download Windsurf 2.0 - March 20, 2026 The Cognition Team Devin can now Schedule Devins

March 19, 2026 The Cognition Team Devin can now Manage Devins

February 24, 2026 The Cognition Team Introduci...

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Source: cognition.ai

Direct Win32 API, Weird-Shaped Windows, and Why They Mostly Disappeared

Direct Win32 API, Weird-Shaped Windows, and Why They Mostly Disappeared I’m fed up with generic looking apps. Today, all Windows desktop apps look the same as they are the same; they are all built on...

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Source: warped3.substack.com

Do you even need a database?

Do You Even Need a Database? A database is just files. SQLite is a single file on disk. PostgreSQL is a directory of files with a process sitting in front of them. Every database you have ever used re...

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Source: dbpro.app

DOE launches AI testbed to evaluate models for energy operations

DOE launches AI testbed to evaluate models for energy operations The Department of Energy’s Office of Cybersecurity, Energy Security and Emergency Response has partnered with Lawrence Livermore Nation...

Keywords: ai testbed, cybersecurity energy, ai security, testbed energy, energy security, resiliency ai, ai safety, resilient models, adversarial tests, ai critical
Source: fedscoop.com

Does Gas Town 'steal' usage from users' LLM credits to improve itself?

Notifications You must be signed in to change notification settings - Fork 1.3k Does Gas Town 'steal' usage from users' LLM credits & paid services to improve itself? #3649 Description gastown-relea...

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Source: github.com

Don't feel like exercising? Maybe it's the wrong time of day for you

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Source: bbc.com

Fixing a 20-year-old bug in Enlightenment E16

Fixing a 20-year-old bug in Enlightenment E16. The editor in chief of this blog was born in 2004. She uses the 1997 window manager, Enlightenment E16, daily. In this article, I describe the process of...

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Source: iczelia.net

Frequently asked questions (FAQ)

Frequently asked questions (FAQ) This page answers common questions about what Aspire is, how it fits into your workflow, what it can do for you, and how it compares to other technologies. What is Asp...

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Source: aspire.dev

From Google voice to AI-first communication: Dialpad's Brian Peterson on leading AI adoption

From Google voice to AI-first communication: Dialpad's Brian Peterson on leading AI adoption Dialpad CTO Brian Peterson on mandating AI in engineering, the Jevons Paradox in practice, and why customer...

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Source: workos.com

From OpenStreetMap to Power BI: Visualizing Wild Swimming Locations

I love wild swimming! I love those freezing, crystal clear swimming spots in mountain rivers. Take me to one of those and you will see me happy as a puppy with a new bone and if, for some reason, you...

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Source: towardsdatascience.com

From Pixels to DNA: Why the Future of Compression Is About Every Kind of Data

It’s not about audio and video anymore Every data type now has to go through some form of compression, simply because we are generating an absurd amount of bits in every sector, from entertainment to...

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Source: towardsdatascience.com

From workforce management to AI orchestration: Assembled CEO John Wang on the jevons paradox of customer support

From workforce management to AI orchestration: Assembled CEO John Wang on the jevons paradox of customer support Assembled CEO John Wang explains why AI is growing support teams, not shrinking them, a...

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Source: workos.com

Frontier Systems for the Physical World

Frontier Systems for the Physical World Robot learning, autonomous science, and new interfaces as instances of an emerging paradigm for physical AI America | Tech | Opinion | Culture | Charts The domi...

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Source: a16z.news

Funding Lays Groundwork for Orbital’s AI Data Centers in Space

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Source: aibusiness.com

Gemini 3.1 Flash TTS

15th April 2026 - Link Blog Gemini 3.1 Flash TTS. Google released Gemini 3.1 Flash TTS today, a new text-to-speech model that can be directed using prompts. It's presented via the standard Gemini API...

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Source: simonwillison.net

Gemini 3.1 Flash TTS

15th April 2026 Tool Gemini 3.1 Flash TTS See my notes on Google's new Gemini 3.1 Flash TTS text-to-speech model. Recent articles

Meta's new model is Muse Spark, and meta.ai chat has some interestin...
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Source: simonwillison.net

Gemini 3.1 Flash TTS: the next generation of expressive AI speech

Our newest audio model introduces granular audio tags that give you precise control to direct AI speech for expressive audio generation.

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Source: deepmind.google

Gemini Robotics-ER 1.6

<a href="https://news.ycombinator.com/item?id=47779094">Comments</a>

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Source: deepmind.google

Getting Claude to return strict JSON without drift — a system prompt template

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:55:11 GMT

Member-only story Getting Claude to retur...

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Source: levelup.gitconnected.com

Getting Started With Humming Bird

I still remember the late 90s when I installed Internet Information Services on my machine. It allowed me to run Classic ASP pages connected to a Microsoft SQL Server database. That was my first real...

Keywords: web framework, backend fundamentals, backend technologies, backend development, frameworks hummingbird, backend applications, frameworks, building backend, frameworks easier, framework
Source: azamsharp.com

Google Gemma 4 Runs Natively on iPhone with Full Offline AI Inference

<a href="https://news.ycombinator.com/item?id=47774971">Comments</a>

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Source: gizmoweek.com

🗞️ Google just launched Gemini 3.1 Flash TTS, a text-to-speech model that takes scene direction, speaker notes

🗞️ Google just launched Gemini 3.1 Flash TTS, a text-to-speech model that takes scene direction, speaker notes Read time: 9 min 📚 Browse past editions here. ( I publish this newletter daily. Noise-fre...

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Source: rohan-paul.com

Google’s TurboQuant Compression May Support Faster Inference, Same Accuracy on Less Capable Hardware

Google Research unveiled TurboQuant, a novel quantization algorithm that compresses large language models’ Key-Value caches by up to 6x. With 3.5-bit compression, near-zero accuracy loss, and no retra...

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Source: infoq.com

GraphQL meets the agent era: Matt Debergalis on APIs, MCP, and enterprise AI

GraphQL meets the agent era: Matt Debergalis on APIs, MCP, and enterprise AI Apollo GraphQL CEO Matt DeBergalis on why GraphQL's semantic layer matters for AI agents, how MCP and GraphQL complement ea...

Keywords: graphql semantic, agents schema, graphql anthropic, graphql enterprise, agent api, mechanism graphql, enterprises graphql, apollo graphql, graphql schema, graphql provides
Source: workos.com

Hazardous States and Accidents

Hazardous States and Accidents I have long wanted to write about how root cause analysis is a crap technique for learning from failure. In order to do that, we need to know some fundamentals first. Th...

Keywords: prevent accidents, safety systems, hazards accidents, keeping hazardous, hazards, avoiding hazardous, avoiding accidents, accidents hazardous, maintain safety, theoretic safety
Source: entropicthoughts.com

Homer Wang on building TinyFish and the future of AI agents

Homer Wang on building TinyFish and the future of AI agents WorkOS CEO Michael Grinich interviews Homer Wang of TinyFish at HumanX 2026 about building AI agents and the evolving startup landscape. At...

Keywords: tinyfish web, web tinyfish, web agents, tinyfish platform, using tinyfish, crawlers bots, tinyfish future, automate web, tinyfish humanx, ai agents
Source: workos.com

How AppsFlyer built AI into their platform

How AppsFlyer built AI into their platform AppsFlyer's Eran Dunsky shares how the company integrated AI into their marketing platform, from internal tooling to customer-facing features. It's easy to t...

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Source: workos.com

How Autonomous AI Agents Become Secure by Design With Docker Sandboxes

AI coding agents are incredibly useful until you realize they're running next to your SSH keys and AWS credentials. Here's how Docker Sandboxes changes that.

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Source: ajeetraina.com

How ING Bank Manages 2,000 Microservices With Service Mesh

How ING Bank Manages 2,000 Microservices With Service Mesh Posted in PlatformsSecurity Bill Doerrfeld April 15, 2026 While some commentators in tech say that microservices architecture has seen its he...

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Source: nordicapis.com

How to Maximize Claude Cowork

I Cowork typically targets less technical people with a simpler UI while still keeping a lot of the capabilities that you have in Claude code. In this article, I’ll discuss how you can get the most ou...

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Source: towardsdatascience.com

How to use AI for data integration: Benefits and platforms

AI data integration tools are changing how data ingestion happens by replacing outdated and brittle manual processes with automated intelligence. By embedding machine learning in the integration layer...

Keywords: data integration, data integrations, integration ai, integration tools, ai data, ai tools, tools integrate, automates data, data ecosystem, integration processing
Source: fivetran.com

How to Use Roboflow to Create Conditional Annotators

Learn how to use Roboflow Workflows and the Supervision library to build danger zone monitors.

Keywords: zone monitors, danger zone, roboflow workflows, use roboflow, supervision library, workflows supervision, build danger, danger, workflows, supervision
Source: blog.roboflow.com

TL;DR: I build terminal applications (TUIs) like kl for k8s logs and wander for Nomad. Core functionality of TUIs includes interacting with large blocks of text, like application manifests and logs. I...

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Source: theleo.zone

I Sold My Startup A Year After Founding It. Here’s Why That Was The Fastest Way To Build Real-World Healthcare AI

In October 2024, my co-founders and I set out to make our Ph.D. research useful in the real world. We had built AI models that could interpret medical images such as X-rays and CT scans across tens of...

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Source: news.crunchbase.com

In the last 30 years, the number of public companies has been cut in half

We’ve detected that JavaScript is disabled in this browser. Please enable JavaScript or switch to a supported browser to continue using x.com. You can see a list of supported browsers in our Help Cent...

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Source: twitter.com

Inside China’s Machine: AgiBot

Inside China’s Machine: AgiBot The world’s top-shipping humanoid maker in under three years. Now comes the hard part. On March 30, 2026, AgiBot (智元机器人) rolled its 10,000th robot off the production lin...

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Source: robonaissance.com

Intel Celeron 266 introduced April 15, 1998

On April 15, 1998, Intel introduced its Celeron 266 processor. It was the first Celeron in a product line that lasted 25 years, but it wasn’t one of Intel’s finest moments. The Celeron was a cut-down...

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Source: dfarq.homeip.net

Intelligence Is Compression, Part 6: When Theory Meets the Real World

Intelligence Is Compression, Part 6: When Theory Meets the Real World One framework, tested on images, motion, language, and 3D worlds “The best theory is inspired by practice, and the best practice i...

Keywords: learning compressed, compressed representations, intelligence compression, compressed representation, compression objective, sparse coding, embedding compression, compression theory, compression thesis, modeling compression
Source: robonaissance.com

Introducing Agent Lee - a new interface to the Cloudflare stack

While there have been small improvements along the way, the interface of technical products has not really changed since the dawn of the Internet. It still remains: clicking five pages deep, cross-ref...

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Source: blog.cloudflare.com

Introducing Agentic Pipelines: AI automation for chores devs don’t want to do

Introducing Agentic Pipelines: AI automation for chores devs don’t want to do Bitbucket Pipelines has always been an engine for automating more than just CI/CD, but today, Pipelines takes a first step...

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Source: atlassian.com

Introducing AXL: Peer-to-Peer Communication for AI

<p>If AI agents are going to work together, they need to be able to find each other. Right now, that is harder than it sounds.</p><figure class="kg-card kg-image-card"><img alt="alt" class="kg-image"...

Keywords: ai agents, standardize agents, agents, agent frameworks, agent, card img, image card, agents say, agents going, ai
Source: blog.gensyn.ai

Introducing the ultimate college bundle: built for student life

Introducing the ultimate college bundle: built for student life College life is full in every sense of the word. Full schedules, full inboxes, full expectations. The pressure to keep up, stay producti...

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Source: blogs.windows.com

Investing in Hilbert

Investing in Hilbert a16z leads Hilbert's Series A America | Tech | Opinion | Culture | Charts Every consumer company runs growth. Very few run it well. The reason is almost never strategy. It’s plumb...

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Source: a16z.news

Invisible tax: Your fragmented content system is costing you $$$

The invisible tax: Your fragmented content system is costing you big bucks Here's a fun game. Add up how much budget goes on your CMS, DAM, and content marketing platform (yep, another acronym of CMP)...

Keywords: content costing, content cost, tax fragmented, fragmentation tax, cms tax, costing big, fragmented content, price content, stack budget, content worth
Source: optimizely.com

IRS chief tells receptive Republicans, doubting Democrats that tech spurred ‘most successful filing season’ ever

IRS chief tells receptive Republicans, doubting Democrats that tech spurred ‘most successful filing season’ ever IRS CEO Frank Bisignano took a Tax Day victory lap Wednesday before the Senate Finance...

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Source: fedscoop.com

ISSCC 2026: NVIDIA & Broadcom CPO, HBM4 & LPDDR6, TSMC Active LSI, Logic-Based SRAM, UCIe-S and More

ISSCC 2026: NVIDIA & Broadcom CPO, HBM4 & LPDDR6, TSMC Active LSI, Logic-Based SRAM, UCIe-S and More ISSCC 2026 Roundup There are three major semiconductor conferences each year, IEDM, VLSI and finall...

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Source: newsletter.semianalysis.com

JD Vance’s Post-Liberal Populism Reaches the Point of Diminishing Returns

It’s time to cut bait. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/vance-orban.jpg?fit=617%2C360&ssl=1" />

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Source: nationalreview.com

Jensen Huang – TPU competition, why we should sell chips to China, & Nvidia’s supply chain moat

I asked Jensen about TPU competition, Nvidia’s lock on the ever more bottlenecked supply chain needed to make advanced chips, whether we should be selling AI chips to China, why Nvidia doesn’t just be...

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Source: dwarkesh.com

Jyoti Bansal on how harness is rethinking AI for software delivery

Jyoti Bansal on how harness is rethinking AI for software delivery Harness CEO Jyoti Bansal discusses AI-native software delivery, developer productivity, and where the industry is headed. Interview f...

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Source: workos.com

Latest AI (coffee) buzz: Starbucks launches ChatGPT app to help customers discover their next drink

Starbucks is getting in on the agentic buzz. The Seattle-based coffee giant launched a beta app inside ChatGPT on Wednesday, leveraging OpenAI’s chatbot to help customers discover drinks and capture t...

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Source: geekwire.com

Lisa Melton: ‘Memories of Steve’ (and Memories of Safari’s Unique Page-Loading Indicator in Particular)

Originally published elsewhere on Thursday, April 10, 2014. I have no plans to watch that new movie about Steve Jobs. As I have no plans to read Walter Isaacson’s biography of him. It’s not because I...

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Source: lisamelton.net

Listen: Not all AI agents are created equal

If you’re a premium subscriber Add the private feed to your podcast app at add.lennysreads.com In this episode, you’ll learn: Why prioritizing AI agent initiatives is so hard, and why familiar plannin...

Keywords: prioritizing ai, ai agent, agent initiatives, architectural, ai, architecture, categories agent, architectural categories, agent, tailored architectural
Source: lennysnewsletter.com

Maxim Fateev on why durable execution matters for AI agents

Maxim Fateev on why durable execution matters for AI agents WorkOS CEO Michael Grinich interviews Temporal co-founder Maxim Fateev on durable execution, AI agent reliability, and why workflows need to...

Keywords: workflow survive, workflow durability, agent reliability, reliability workflows, execution agent, scheduling agent, agent orchestration, execution infrastructure, temporal workflow, ai agent
Source: workos.com

Mazy Dar on building the future of video understanding at here

Mazy Dar on building the future of video understanding at here WorkOS CEO Michael Grinich interviews Mazy Dar, founder of Here, on building AI-native video understanding at HumanX 2026. Most of the wo...

Keywords: video understanding, video holistically, video content, video meetings, video valuable, approach video, workflow video, video findable, video provides, video essentially
Source: workos.com

MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints

TL;DR MCP is becoming the interface between AI agents and infrastructure data. Datadog shipped an MCP Server connecting dashboards to AI agents. Qualys flagged MCP servers as the new shadow IT risk. W...

Keywords: mcp observability, observability mcp, observability platform, server observability, platform observability, observability tool, existing observability, observability interface, observability microsoft, security observability
Source: ingero.io

Meta and Broadcom Agree to Mega-Deal to Co-Develop AI Chips

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Source: aibusiness.com

MindStudio: the no-code platform where 150,000 AI agents already live

-a7f41c27b282---4 crawled_date: 2026-04-15T22:27:17.195428+00:00 feed_url: https://reading.sh/feed published: Wed, 15 Apr 2026 22:00:56 GMT

<figure><img alt="MindStudio: The Preferred No-Code Al...

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Source: reading.sh

Mission readiness depends on workforce agility and resilience

Sponsored
Insights Mission readiness depends on workforce agility and resilience Federal agencies have always faced the challenge of finding and retaining talent that meets current and future miss...
Keywords: workforce readiness, workforce planning, agencies workforce, agency workforce, mission readiness, agile workforce, workforce agility, mission agencies, workforce longer, modernizing workforce
Source: fedscoop.com

Most Leaked Secrets Live for Years: The Hidden “Leak Debt” Killing Your Platform

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:55:39 GMT

Member-only story Transaction keys from 2...

Keywords: secrets leak, secrets leaked, leaked secrets, leak debt, secrets live, sealed secrets, aws secrets, live leaks, platform secret, secrets differently
Source: levelup.gitconnected.com

My AI-Assisted Workflow

My AI-Assisted workflow How I built a structured AI-assisted development workflow as a Tech Lead, where the real work happens before a single line of code is written. You open a chat, describe what yo...

Keywords: benefits ai, workflow fast, feature thinking, instructions ai, ai smarter, ai implement, ai assisted, focused ai, ai sdk, assisted workflow
Source: maiobarbero.dev

My bets on open models, mid-2026

My bets on open models, mid-2026 What I expect to come next and why, focused on the open-closed gap. We’re living through the period of time when we’ll learn if open models can keep up with closed lab...

Keywords: models capabilities, open models, capabilities gap, continued capabilities, capabilities increase, capabilities improvements, open model, models increasingly, models continue, growing capability
Source: interconnects.ai

New Adobe Premiere Color Grading Mode Accelerated on NVIDIA GPUs

The NAB Show 2026 trade show, running April 18-22 in Las Vegas, is set to showcase a wave of new features and optimizations for top video editing applications. Bringing together over 60,000 content pr...

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Source: blogs.nvidia.com

New in Word: Copilot now tracks changes, leaves comments, and more, working more like a coworker right inside your document, grounded in all your enterprise context with Work IQ.

New in Word: Copilot now tracks changes, leaves comments, and more, working more like a coworker right inside your document, grounded in all your enterprise context with Work IQ. Satya, lo que describ...

Keywords: word copilot, copilot en, describes copilot, copilot, como contexto, la mentalidad, trabajo el, mentalidad crecimiento, iq como, cambio paradigmático
Source: linkedin.com

Norway Man Cured of HIV With Brother's Stem Cells

A 63-year-old man in Norway appears to be cured of HIV after receiving a stem cell transplant from his brother, who turned out to have a rare mutation that makes immune cells resistant to HIV. "Four y...

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Source: science.slashdot.org

Not all elementary functions can be expressed with exp-minus-log

Not all elementary functions can be expressed with exp-minus-log By Robert Smith All Elementary Functions from a Single Operator is a paper by Andrzej Odrzywołek that has been making rounds on the int...

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Source: stylewarning.com

Notion’s Sarah Sachs & Simon Last on Custom Agents, Evals, and the Future of Work

Keywords: press copyright, safety youtube, creators advertise, copyright, copyright contact, youtube, advertise developers, youtube works, creators, privacy policy
Source: youtube.com

Notion’s Token Town: 5 Rebuilds, 100+ Tools, MCP vs CLIs and the Software Factory Future — Simon Last & Sarah Sachs of Notion

For all those who missed out on London, see you in Miami next week! Notion, the knowledge work decacorn, has been building AI tooling since before ChatGPT, with many hits from Q&A in 2023 and unified...

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Source: latent.space

🛠️ Nvidia changes game for Quantum Computing

Good Morning! Nvidia just launched "Ising," a new family of open-source AI models designed to fix the one thing holding quantum computing back: the fact that qubits are incredibly fragile and prone to...

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Source: simplifyingcomplexity.tech

Ohio prison inmates 'built computers and hid them in ceiling (2017)

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Keywords: chmӹ r3, mq6 qp, rqx 5嬨y, bq chmӹ, ʔ5ӑbyh, gh嶰 6z, syf ʔ5ӑbyh, qv6i ki, hy6_b ffx6, qc w
Source: bbc.com

Ojus Save on how render is rethinking cloud for AI workloads

Ojus Save on how render is rethinking cloud for AI workloads Ojus Save from Render explains how the platform is evolving cloud infrastructure for AI workloads, GPU access, and developer experience at...

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Source: workos.com

Once Trendy Shoe Company Allbirds Pivots to AI Infrastructure

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Source: aibusiness.com

One interface, every protocol

Earlier this month, Dax Raad (@thdxr) posted something that resonated with a lot of developers: "idk how people manage infrastructure anymore. every service has their own bespoke cli / config file and...

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Source: openbindings.com

One year after its rocky launch, Microsoft’s Windows Recall still raises security red flags

Microsoft says its Recall app — which captures and stores screen shots every few seconds — is safe. Security researchers keep saying otherwise. Recall was originally billed as a “photographic memory”...

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Source: geekwire.com

Open Source Isn't Dead. Cal.com Just Learned the Wrong Lesson

<a href="https://news.ycombinator.com/item?id=47780712">Comments</a>

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Source: strix.ai

OpenAI's $852B valuation faces investor scrutiny amid strategy shift, FT reports

April 14 (Reuters) - OpenAI's $852 billion valuation is under scrutiny from some of its own backers as the company shifts its focus to the enterprise market to fend off competition from Anthropic, the...

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Source: reuters.com

OpenID Connect: From Theory to GitHub Actions

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:54:18 GMT

Member-only story OpenID Connect: From Th...

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Source: levelup.gitconnected.com

OpenTelemetry Declarative Configuration Reaches Stability Milestone

The OpenTelemetry project has announced that key portions of its declarative configuration specification have reached stable status. The observability framework is a vendor-neutral and language-agnost...

Keywords: configs opentelemetry, configuration specification, opentelemetry community, language implementations, implementations berg, opentelemetry, opentelemetry project, using opentelemetry, configuration support, configuration ability
Source: infoq.com

Oppenheimer’s legacy: How the national labs forged the age of hyperscale AI

We know a lot about Robert Oppenheimer and Los Alamos national laboratory from the movie. Many AI researchers today read avidly the classic work by Richard Rhodes, the making of the atomic bomb. But t...

Keywords: super computers, oppenheimer mission, nuclear modeling, alamos labs, modeling nuclear, manhattan project, atomic bomb, early computing, oppenheimer work, bring computing
Source: johndcook.com

Paul Dhaliwal on building Code Conductor and the future of AI-assisted development

Paul Dhaliwal on building Code Conductor and the future of AI-assisted development Watch Saif Gunja's interview with Paul Dhaliwal of Code Conductor at HumanX 2026 on AI-assisted development and produ...

Keywords: code conductor, ai developer, code orchestration, ai produces, conductor future, making ai, ai coding, orchestration humanx, ai generated, projects ai
Source: workos.com

Petabyte-Scale AI Memory with Serverless Java

The current wave of Generative AI innovation is built on a paradox. While models are becoming more powerful and efficient, the infrastructure required to operate them at scale is becoming increasingly...

Keywords: ai memory, ai workloads, memory ai, scalable efficient, architecture inefficient, ai infrastructure, efficient scalable, ai native, computation storage, idle compute
Source: javapro.io

Peter Steinberger – WhatsApp CLI: sync, search, send

WhatsApp CLI built on top of whatsmeow , focused on:

Best-effort local sync of message history + continuous capture
Fast offline search
Sending messages
Contact + group management This is a th...
Keywords: whatsapp wacli_device_platform, whatsapp cli, whatsapp web, uses whatsapp, whatsapp core, wacli messages, whatsapp, whatsapp net, stores whatsapp, whatsapp return
Source: github.com

PiCore - Raspberry Pi Port of Tiny Core Linux

Introduction

piCore is the Raspberry Pi port of Tiny Core Linux, which is an independent system architected by Robert Shingledecker and now developed by a small team of developers with s...

Keywords: linux picore, basic picore, picore raspberry, core linux, default picore, partition picore, picore partitions, picore specific, installation picore, boot media
Source: tinycorelinux.net

Podcast: How the FBI Extracted Deleted Signal Messages

How a phone's notification database can store messages deleted elsewhere; the continued data center pushback; and Marathon, Marathon, Marathon.

Keywords: store messages, notification database, messages deleted, phone notification, messages, data center, pushback marathon, continued data, notification, database store
Source: 404media.co

Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.

A Llama 70B model running inference on an H100 GPU hits 92% compute utilization during prefill. Thirty milliseconds later, during decode, that same GPU drops to 30%. The hardware hasn’t changed. The m...

Keywords: decode performance, performance decode, prefill decode, prefill performance, gpu decode, decode throughput, optimized decode, decode utilization, increased decode, cores decode
Source: towardsdatascience.com

Presentation: Empower Your Developers: How Open Source Dependencies Risk Management Can Unlock Innovation

Transcript Celine Pypaert: We're here to talk about how can we improve security when it comes to open-source dependencies, and how does that tie with risk management? Everyone's favorite topic, very f...

Keywords: building secure, introduces security, source security, improve security, dependency security, security, manage risks, integrating security, security comes, introducing vulnerabilities
Source: infoq.com

Pressed For Options

Pressed For Options I bought a USB fingerprint reader for my Linux laptop from Temu because it was the only one I could find that I knew would work. As you may or may not know, I’m somewhat obsessed w...

Keywords: fingerprint reader, usb_fingerprint_reader, fingerprint readers, usb fingerprint, usb_fingerprint_reader jpg, biometrics laptop, jpg usb_fingerprint_reader, supporting fingerprint, fingerprint scanners, fingerprint sensor
Source: feed.tedium.co

Pricing as product-market fit: Cosmo Wolfe on billing after the Stripe-Metronome acquisition

Pricing as product-market fit: Cosmo Wolfe on billing after the Stripe-Metronome acquisition Cosmo Wolfe explains why AI companies are rethinking pricing, why per-seat models are dying, and what Strip...

Keywords: rethinking pricing, faster billing, billing stripe, billing infrastructure, stripe acquisition, new pricing, pricing agent, stripe machine, based billing, billing
Source: workos.com

Project Think: building the next generation of AI agents on Cloudflare

Today, we're introducing Project Think: the next generation of the Agents SDK. Project Think is a set of new primitives for building long-running agents (durable execution, sub-agents, sandboxed code...

Keywords: think agents, ai agents, coding agents, think ai, agents ai, code agent, agents project, coding agent, agents developer, agent task
Source: blog.cloudflare.com

Proliferate (YC S25) Is Hiring Founding Engineers

Manage a team of agents from your desktop About Proliferate Proliferate is building the operating system for modern engineering: a workspace where engineers and coding agents work side by side. Our mi...

Keywords: agents engineers, build agents, agents work, environment agents, team agents, agents, future agents, role engineering, workspace engineers, proliferate building
Source: ycombinator.com

PyTorch Conference Europe 2026: A Landmark Moment for Open Source AI in Paris

The first-ever PyTorch Conference Europe April 7-8, 2026 brought together more than 600 researchers, developers, practitioners, and academics in Paris for two packed days of keynotes, technical deep d...

Keywords: developers pytorch, pytorch dev, backend pytorch, pytorch conference, pytorch conferences, alongside pytorch, pytorch hardware, running pytorch, pytorch asics, including pytorch
Source: pytorch.org

Query-based connectors for Lakeflow Connect (Public Preview)

Keywords: features databricks, supported databricks, databricks marketplace, details databricks, databricks apps, databricks sql, apps databricks, databricks, databricks platform, spark databricks
Source: docs.databricks.com

Quoting John Gruber

15th April 2026 The real goldmine isn’t that Apple gets a cut of every App Store transaction. It’s that Apple’s platforms have the best apps, and users who are drawn to the best apps are thus drawn to...

Keywords: apple platforms, platforms recent, 2026 axios, apple, platforms getting, apps, native apps, apps exclusively, exclusively apple, software platforms
Source: simonwillison.net

Quoting Kyle Kingsbury

15th April 2026 I think we will see some people employed (though perhaps not explicitly) as meat shields: people who are accountable for ML systems under their supervision. The accountability may be p...

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Source: simonwillison.net

Rearchitecting the Workflows control plane for the agentic era

When we originally built Workflows, our durable execution engine for multi-step applications, it was designed for a world in which workflows were triggered by human actions, like a user signing up or...

Keywords: agent workflows, workflows agents, workflows durable, workflows agent, scalability workflows, scalable workflow, architecture workflows, workflow executions, dozens workflows, workflows use
Source: blog.cloudflare.com

Register domains wherever you build: Cloudflare Registrar API now in beta

Today we're launching the next chapter of Cloudflare Registrar: the Registrar API in beta. The Registrar API makes it possible to search for domains, check availability, and register them programmatic...

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Source: blog.cloudflare.com

Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters

Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories. With AI inference becoming their primar...

Keywords: pay ai, compute cost, ai infrastructure, economics ai, ai token, cost enterprises, token ai, comparing ai, evaluating ai, ai tco
Source: blogs.nvidia.com

Retrofitting JIT Compilers into C Interpreters

C interpreters are a common language implementation technique and the basis for the reference implementations of languages such as Lua, Ruby, and Python. Unfortunately, C interpreters are slow, especi...

Keywords: compilers interpreters, compiler interpreters, implemented interpreters, compile interpreter, compiler optimisations, speeding interpreters, jit compilers, compiler interpreter, interpreters slow, languages interpreters
Source: tratt.net

Ruby on Rails 8 Guides

<p>Learning is necessary as if you’re a beginner because when you use AI without knowing language/framework properly then you may make mistakes and that can be very disappointing.</p> <p>For video tut...

Keywords: learn rails, tutorials best, beginner, tutorials, beginner use, video tutorials, necessary beginner, rails, rails completely, learning necessary
Source: discuss.rubyonrails.org

Sample Data Explorer is generally available

Keywords: features databricks, supported databricks, databricks marketplace, details databricks, databricks apps, databricks sql, apps databricks, databricks, databricks platform, spark databricks
Source: docs.databricks.com

Saying Goodbye to Agile

Saying Goodbye to Agile RIP Agile, we hardly knew ye. And I mean that literally - because no one was ever clear on what it was. Agile washed over our industry like a tsunami. But whenever it was quest...

Keywords: agile manifesto, agile industry, agile rip, rip agile, goodbye agile, agile told, agile defined, development agile, agile, agile innovations
Source: lewiscampbell.tech

Screen Zooming on iOS

<p>Steven Troughton-Smith:</p>

<blockquote> <p>If you want to pixel-peep on iOS or iPadOS, it also has the Zoom accessibility setting, and can be controlled via touch, keyboard, or trackpad. It wor...

Keywords: zooming ios, ipados zoom, macos zoom, screen zoom, screen zooming, accessibility zoom, zoom accessibility, zooming works, window zoom, zoom gesture
Source: mastodon.social

Self-driving production: Autonomous agents for incident response

Self-driving production: Autonomous agents for incident response Traversal CEO Anish Agarwal explains how autonomous agents troubleshoot production incidents at scale: from world models to L5 autonomy...

Keywords: autonomous troubleshooting, production autonomous, explains autonomous, autonomy production, production autonomy, makes autonomous, autonomous incident, driving production, traversal production, autonomy ladder
Source: workos.com

Shielded Power Inductors Tamp Down Noise in Dense DC-DC Converters

Shielded Power Inductors Tamp Down Noise in Dense DC-DC Converters Bourns recently introduced its latest series of small, shielded power inductors. They’re designed to keep the noise down in dense DC-...

Keywords: shielded inductors, shielded magnetics, power inductors, shielded power, inductors designed, bulky shielded, inductors constructed, shielded construction, compact shielded, inductors
Source: electronicdesign.com

Show HN: Jeeves – TUI for browsing and resuming AI agent sessions

A TUI for browsing and resuming AI agent sessions.

Browse all your AI agent sessions in one place
Claude Code and Codex supported
Search sessions by content
Preview conversation contents in a...
Keywords: sessions jeeves, jeeves ui, run jeeves, jeeves search, jeeves jeeves, refactor jeeves, jeeves windows, jeeves fix, browsable jeeves, search sessions
Source: github.com

Show HN: Libretto – Making AI browser automations deterministic

Website: libretto.sh
Repository: github.com/saffron-health/libretto
Docs: libretto.sh/docs
Discord: discord.gg/NYrG56hVDt Libretto is a toolkit for building robust web integrations. It gives y...
Keywords: install libretto, website libretto, libretto toolkit, libretto setup, libretto config, libretto docs, libretto session, commandspackages libretto, npx libretto, libretto snapshot
Source: github.com

Simdutf Can Now Be Used Without libc++ or libc++abi

Mitchell Hashimoto Simdutf Can Now Be Used Without libc++ or libc++abi As of this PR, simdutf can be used without libc++ or libc++abi1. Simdutf was the final remaining libc++ dependency in libghostty-...

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Source: mitchellh.com

Software still does things we don't expect

Software still does things we don't expect Honeycomb CEO Christine Yen on why observability matters more than ever as AI agents reshape how software gets built, debugged, and understood. Honeycomb has...

Keywords: coding agents, ai agents, code proliferates, understand software, honeycomb ceo, makes ai, software doing, ai world, proliferates codebases, honeycomb built
Source: workos.com

Sony Is Removing Many Popular Features From Its Free OTA TV Options

An anonymous reader quotes a report from Cord Cutters News: Sony has notified owners of its recent BRAVIA television models that significant changes to the built-in TV Guide for its OTA TV antenna use...

Keywords: tv options, tv guide, tv channels, television menu, antenna tv, smart tv, tv antenna, listings channels, ota tv, tv hardware
Source: entertainment.slashdot.org

Stimulus loosely connected Controllers best practice

<p>I may be missing something but if the goal is just to set the inputs, would something like this work?</p> <pre><code class="lang-xml"><div data-controller="quickselect"> <button data-act...

Keywords: quickselect setvalues, data quickselect, input setvalues, controller quickselect, setvalues event, action quickselect, set inputs, setvalues data, button data, values event
Source: discuss.rubyonrails.org

Struggling Shoe Retailer Allbirds Pivots To AI, Stock Explodes More Than 700%

Allbirds made a surprise announcement this morning: it's pivoting from sustainable shoes to AI compute infrastructure, rebranding as NewBird AI after selling its brand assets and closing its U.S. full...

Keywords: newbird ai, allbirds announced, rebranding newbird, retailer allbirds, ai stock, newbird, ai selling, 2026 allbirds, allbirds, called newbird
Source: news.slashdot.org

Daily Summary

Total articles: 193

Overall

This post brings you five practical tips to make the most of your modernization efforts. Join us for an upcoming webinar to learn even more. It’s a common scenario: ye...

Keywords: ai researchers, discusses ai, ai insurance, ai products, rethinking ai, ai blog, ai agent, ai companies, enterprise ai, ai innovation

Telemetry in dbt pipelines

-f2ba5b8f6eb3---4 crawled_date: 2026-04-15T22:27:17.195428+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Wed, 15 Apr 2026 21:16:57 GMT

<h4>Building observability on top of d...

Keywords: logs anomaly, issue dbt, dbt_audit_log, log dbt, monitoring dbt_audit_log, test anomaly, observability dbt, based anomaly, dbt_audit_log sql, dbt pipeline
Source: blog.dataengineerthings.org

The AI System Design Interview - Your Complete Guide

The AI System Design Interview - Your Complete Guide A mock interview, the real framework, and a 64-question bank to practice. From 200+ candidates coached and 30+ AI PM offers. Aman Goyal just went t...

Keywords: ai companies, ai product, ai design, design ai, getting ai, ai talent, architect intelligent, coaching ai, agent architectures, packages ai
Source: news.aakashg.com

The evolution of physical AI: From controlled environments to the real world

The evolution of physical AI: From controlled environments to the real world Physical AI is moving machines beyond the predictable, controlled environments and into the complexity of the real world. W...

Keywords: physical ai, enables robots, ai driven, industrial robotics, advances ai, ai arm, ai controlled, ai moving, ai enabling, robotic
Source: newsroom.arm.com

The Future of Everything Is Lies, I Guess: New Jobs

Table of Contents This is a long article, so I'm breaking it up into a series of posts which will be released over the next few days. You can also read the full work as a PDF or EPUB; these files will...

Keywords: ml systems, systems ml, teach models, accountability ml, models process, prompting models, models simply, training models, systems supervision, human ml
Source: aphyr.com

The Gemini app is now on Mac

<a href="https://news.ycombinator.com/item?id=47782256">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47782256 comments, com item, news
Source: blog.google

The Java Microservices Developer's Reading List for 2026 (10 Books That Matter)

Hello friends, in last few years, Microservices have become the default architecture for building scalable, cloud-native applications. From startups to enterprises, teams are moving away from monolith...

Keywords: introduction microservices, microservices book, microservices books, book microservices, microservices increasingly, modern microservices, beginner microservices, microservice architectures, microservices introduced, best microservices
Source: java67.com

The next evolution of the Agents SDK

The next evolution of the Agents SDK The updated Agents SDK helps developers build agents that can inspect files, run commands, edit code, and work on long-horizon tasks within controlled sandbox envi...

Keywords: agents sdk, agent apis, build agents, develop agents, agent capabilities, capabilities agents, useful agents, agents environments, agents useful, developers agent
Source: openai.com

The Real Bottleneck Is Not the Code

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:54:52 GMT

Member-only story The Real Bottleneck Is...

Keywords: development longer, decreased complexity, complexity easier, better tools, bottleneck available, bottleneck code, complexity, long ai, ai, development tools
Source: levelup.gitconnected.com

The tiniest e-reader in the world, and you can build one yourself

��}�r�F��t�/��;#O��D��?�� $�Xك�φR��B�.^֢�I�NdV�� Ni d�K��}�zs�b>��" ��QQ{:�rA�-��$ 4/0%>K�8�c+2�J�m��ymkͣ��V�:� $��(G�b�fQ1��T#�`2��QN��$ ?h6g��9��O�s3H�M_�K��gET�ݲ=��V��j8΁��K�u�j]leyqv�...

Keywords: zq l_g, ʒ1 cfӱ9kzh, z9 f_j, rqb чcz, lz rqb, lqf iج, kz_l 5o, cfӱ9kzh f0, gmа 9m5, 9㕮 wzj4
Source: androidauthority.com

The Tuesday Test

Yesterday I wrote about the fast Homebrew rewrites and ended on the line that the bottleneck for that whole class of project is not Rust or Ruby, it is the absence of a stable declarative package sche...

Keywords: package management, package managers, package manager, deliberately package, package definitions, package tuesday, package definition, wday homebrew, fast homebrew, evaluated homebrew
Source: nesbitt.io

The Universal Constraint Engine: Neuromorphic Computing Without Neural Networks

<a href="https://news.ycombinator.com/item?id=47786836">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47786836 comments, news, com item
Source: zenodo.org

Three Go Patterns I Deleted After AI Started Writing My Code

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:55:20 GMT

Member-only story Three Go Patterns I Del...

Keywords: deleted ai, service ai, ai generated, ai, ai started, ai helped, abstraction production, matters ai, patterns deleted, interface segregation
Source: levelup.gitconnected.com

Updated AWS tag character restrictions

Keywords: keys lakebase, limitations lakebase, encrypted lakebase, lakebase create, lakebase autoscaling, lakebase, lakehouse data, spark databricks, features databricks, databricks tables
Source: docs.databricks.com

Updated UI navigation for Databricks Apps

Keywords: features databricks, supported databricks, databricks marketplace, details databricks, databricks apps, databricks sql, apps databricks, databricks, databricks platform, spark databricks
Source: docs.databricks.com

US national level OS-level age verification bill

To use the Mastodon web application, please enable JavaScript. Alternatively, try one of the native apps for Mastodon for your platform.

Keywords: mastodon web, apps mastodon, use mastodon, mastodon platform, mastodon, enable javascript, javascript, javascript alternatively, web application, try native
Source: social.coop

US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf]

<a href="https://news.ycombinator.com/item?id=47778920">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47778920 comments, com item, news
Source: fingfx.thomsonreuters.com

Visual Studio Code 1.116

Visual Studio Code 1.116 Follow us on LinkedIn, X, Bluesky | Last updated: April 8, 2026 Welcome to the 1.116 release of Visual Studio Code. Happy Coding! April 8, 2026

Add dedicated commands and ke...

Keywords: keybindings screen, keybindings, keybindings agents, commands keybindings, chat customizations, add accessibility, visual studio, studio code, allowing ctrl, view chat
Source: code.visualstudio.com

Want to Write a Compiler? Just Read These Two Papers (2008)

It's not about technology for its own sake. It's about being able to implement your ideas. Imagine you don't know anything about programming, and you want learn how to do it. You take a look at Amazon...

Keywords: compiler education, compilers hard, writing compilers, programming obsessed, books programming, programming written, compilers, programming, compilers bad, know programming
Source: prog21.dadgum.com

Welcome to AI in the AM: RL for EE, Oversight w/out Nationalization, & the first AI-Run Retail Store

Nathan and Prakash speak with Sergiy Nesterenko of Quilter on reinforcement learning for circuit board design, Andy Hall on AI governance, and Andon Labs on an AI-run retail store. They also discuss A...

Keywords: ai governance, discuss ai, ai, ai progress, ai run, hall ai, reinforcement, labs ai, reinforcement learning, learning circuit
Source: cognitiverevolution.ai

Welcome to AI in the AM: RL for EE, Oversight w/out Nationalization, & the first AI-Run Retail Store

<p>Hello, and welcome back to the Cognitive Revolution, or … in this case I should say … Welcome to AI in the AM.</p><p>This is the third time that my friend Prakash Narayanan and I have...

Keywords: welcome ai, prakash, hello welcome, ai time, welcome cognitive, prakash narayanan, live stream, stream, stream time, hello
Source: cognitiverevolution.ai

Why I’m Building an Open Ontology SDK — and What Palantir Got Right About AI Orchestration

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:54:43 GMT

Why I’m Building an Open Ontology SDK — a...

Keywords: orchestrates agents, agent orchestration, agents orchestrator, agent orchestrator, multi agent, orchestration ontology, ontology orchestrates, ensuring agent, agent context, agent agent
Source: levelup.gitconnected.com

Why is there a long delay between a thread exiting and the WaitForSingleObject returning?

A customer reported that they were using the WaitForSingleObject function to wait for a thread to exit, but they found that even though the thread had exited, the WaitForSingleObject call did not retu...

Keywords: exited waitforsingleobject, waitforsingleobject did, waitforsingleobject, using waitforsingleobject, dlls waiting, waitforsingleobject function, thread exit, thread exited, exit thread, waiting loader
Source: devblogs.microsoft.com

Why Netflix’s Chaos Engineering Team Switched to Rust (And You Should Care)

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:55:28 GMT

Member-only story Why Netflix’s Chaos Eng...

Keywords: netflix chaos, chaos netflix, netflix built, change netflix, story netflix, netflix, catastrophic failure, language chaos, failure simulator, tuesday netflix
Source: levelup.gitconnected.com

Why SQL SUBSTRING Is Your Secret Weapon

-5517fd7b58a6---4 crawled_date: 2026-04-15T15:25:43.983064+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Apr 2026 14:54:27 GMT

Why SQL SUBSTRING Is Your Secret Weapon I...

Keywords: substring queries, sql substring, substring sql, substring dataset, substring techniques, string data, substring diverse, substring important, uses substring, substring parsing
Source: levelup.gitconnected.com

World Quantum Day serves as a cause for computer celebration

Leaders of the Pacific Northwest’s computing community gathered in downtown Seattle today to mark World Quantum Day — and Washington Gov. Bob Ferguson gave them one more reason to celebrate. Or rather...

Keywords: investment washington, investment quantum, buy quantum, ionq plans, computing ventures, quantum innovation, northwest computing, northwest tech, northwest quantum, quantum valley
Source: geekwire.com

Write JavaDoc Like It’s 2026: Markdown Comments in Java 24

Write JavaDoc Like It’s 2026: Markdown Comments in Java 24 Build a small Java library with Maven and JUnit, replace classic JavaDoc with /// Markdown comments, and generate cleaner API docs for humans...

Keywords: javadoc markdown, javadoc comments, markdown javadoc, comments javadoc, markdown comments, javadoc html, javadoc use, documentation comments, javadoc tool, write javadoc
Source: the-main-thread.com

Writing an LLM from scratch, part 32k -- Interventions: training a better model locally with gradient accumulation

Writing an LLM from scratch, part 32k -- Interventions: training a better model locally with gradient accumulation I've been working on a GPT-2-small-style LLM based on Sebastian Raschka's book "Build...

Keywords: training batch, batches gradient, effective batch, model batching, optimal batch, batch train, larger batches, batching best, gpu batching, gpu batch
Source: gilesthomas.com

YC Once Again Tops Ranks Of Most Active Fintech Investors In Q1 Even As Deal Count Drops

A bit more money, but far fewer deals. That was the overall trend for fintech startup funding in Q1, and it held when looking at the rankings of the most active investors in the space, with even front...

Keywords: ventures investments, fintech startups, startup investments, fintech investors, fintech investments, fintech investor, venture funding, fintech startup, startup funding, coinbase ventures
Source: news.crunchbase.com

Your Backpack Got Worse on Purpose

VF Corporation started as Vanity Fair Mills. Bras and underwear. They paid $762 million for a company called Blue Bell and picked up JanSport in the deal. That acquisition made them the largest public...

Keywords: vf corp, vf corporation, profit brands, brands acquired, clothing company, competitors, brand equity, brands bought, corp brands, costs vf
Source: worseonpurpose.com

Your Python Wheels Still Target 2009 CPUs

Your Python Wheels Still Target 2009 CPUs Intel shipped AVX2 in 2013. AMD reached it with Excavator-era parts around 2015. Eleven years later, the default NumPy wheel pip downloads on an x86_64 Linux...

Keywords: x86_64 wheel, python wheels, numpy wheel, linux wheels, wheel pip, simd wheels, install numpy, wheel variants, building numpy, defined amd64
Source: pydevtools.com

Zendesk Says AI Makes Code Abundant, Shifting the Bottleneck to “Absorption Capacity”

Zendesk recently argued that generative AI has changed the limiting factor in software delivery from writing code to what it calls "absorption capacity". Absorption capacity is the organisational abil...

Keywords: capacity delivery, architecture delivery, capacity organisational, software delivery, zendesk engineering, throughput constraint, architectural, requirements produce, generative ai, outrun architectural
Source: infoq.com

Zig 0.16.0 release notes: "Juicy Main"

15th April 2026 - Link Blog Zig 0.16.0 release notes: "Juicy Main" (via) Zig has really good release notes - comprehensive, detailed, and with relevant usage examples for each of the new features. Of...

Keywords: heap allocations, temporary heap, main zig, allocator temporary, heap, purpose allocator, allocator, allocations const, zig, zig 16
Source: simonwillison.net

Zorin OS 18.1 Released: Explore the New Lite Edition!

The latest version of Zorin OS, 18.1, has been officially released, marking the first point release of Zorin OS 18. The new update comes six months after the initial launch, with a remarkable 3.3 mill...

Keywords: version zorin, zorin os, software zorin, launch zorin, release zorin, zorin menu, download zorin, editions zorin, currently zorin, zorin
Source: serverhost.com