Daily Tech News - 2026-06-12

As the AI ecosystem shifts from prompt engineering to autonomous execution, 2026 is proving to be the year of "Agentic Infrastructure."

The industry reached a major milestone today with the launch of AgentPerf, the first standardized benchmark for agentic AI. NVIDIA’s Blackwell architecture is already leading the charge, providing the specialized compute needed for the complex, iterative reasoning these agents require. This infrastructure boost arrives alongside a wave of massive new models: Moonshot AI released Kimi K2.7-Code, a staggering 1-trillion parameter Mixture-of-Experts model, while MiniMax M3 debuted with 1M-token multimodal reasoning capabilities ready for day-0 serving on vLLM.

However, the rapid rise of autonomous agents brings high-stakes risks. A cautionary tale went viral today involving an AI agent that bankrupted its operator with a $6,500 AWS bill after an unsupervised network scan. This incident underscores the growing urgency for secure agent sandboxing and the "memory primitives" currently being debated by researchers. Security concerns were further amplified by a sophisticated supply chain attack targeting astro.config.mjs via blockchain-based command-and-control, reminding developers that AI-integrated tools are prime targets for exploitation.

On the architectural front, the data landscape is maturing. Google introduced the Open Knowledge Format to standardize foundational data, while the WASI Subgroup ratified WASI 0.3, finally bringing native async support to WebAssembly. From Apple’s ongoing migration of legacy interpreters to Swift, to the inaugural PyTorch Meetup in Singapore, the day’s developments show a field that is simultaneously hardening its core engineering standards while racing toward a future of agent-driven autonomy.

Featured Articles

PyTorch Meetup Singapore: A milestone in APAC

Featured projects TL;DR Eighty engineers, researchers, and community builders gathered for the inaugural PyTorch Meetup Singapore. Hosted at the Red Hat Asia Pacific office and organised by Sudhir Dha...

Keywords: technological sovereignty, sovereign ai, technological independence, sovereign intelligence, ai capabilities, intelligence architecting, technologies architect, ai practitioners, ai technologies, ai research
Source: pytorch.org

Deploy Long-Context Reasoning and Agentic Workflows with MiniMax M3 on NVIDIA Accelerated Infrastructure

As enterprise AI adoption scales, developers are increasingly forced to stitch together fragmented pipelines—separate models for text, vision, and code—leading to added complexity, higher costs, and s...

Keywords: attention implementations, sparse attention, mxfp8 attention, memory, attention, minimax m3, attention msa, improves performance, accelerated computing, minimax_m3
Source: developer.nvidia.com

Kimi K2.7-Code: open-source coding model with better token efficiency

Instructions to use moonshotai/Kimi-K2.7-Code with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries
Transformers How to use moonshotai/Kimi-K...
Keywords: transformers import, moonshotai kimi, def chat_with_image, model moonshotai, from_pretrained moonshotai, import pipeline, model_name messages, import automodel, helper transformers, introduction kimi
Source: huggingface.co

MiniMax M3 in vLLM: Day-0 Serving for 1M-Token Multimodal Reasoning

MiniMax M3 in vLLM: Day-0 Serving for 1M-Token Multimodal Reasoning We are excited to announce day-0 vLLM support for the MiniMax M3 family, including the BF16 and MXFP8 checkpoints at MiniMaxAI/MiniM...

Keywords: architecture minimax, checkpoints minimaxai, minimax_m3 reasoning, optimizations mxfp8, minimax m3, mxfp8 minimax, mxfp8 checkpoints, cache m3, m3 checkpoints, m3 multimodal
Source: vllm.ai

What is Confluent? How It's Different from Apache Kafka

New in Confluent Cloud: Making Data & Pipelines Accessible for AI-Ready Streaming | Learn More Confluent is a data streaming platform built on Apache Kafka that adds the enterprise tooling, managed in...

Keywords: kafka streams, kafka cloud, streams kafka, streaming engine, streaming analytics, data streaming, stream processing, apache kafka, kafka comprehensive, applications kafka
Source: confluent.io

OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely

OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely Series links OpenAI already told us a lot about Kubernetes and large AI workloads. They did it years ago,...

Keywords: openai kubernetes, kubernetes openai, scaling kubernetes, kubernetes scaling, kubernetes large, kubernetes useful, kubernetes run, kubernetes native, kubernetes gpu, ml kubernetes
Source: dheeth.blog

NVIDIA Achieves Leading Agentic Coding Performance on First Agentic AI Benchmark

AI agents have fundamentally changed the complexity of inference workloads. Until now, the industry has struggled to define a standard for measuring how inference systems perform under these condition...

Keywords: agentic workloads, agentic workload, performance agentic, agent performance, hardware benchmark, api benchmarking, benchmarking run, agentperf hardware, agent runtimes, benchmarking
Source: developer.nvidia.com

Python Concepts Every AI Engineer Must Master

In this article, you will learn five essential Python concepts that every AI engineer must master to build scalable, production-grade AI systems. Topics we will cover include:

How generators and laz...
Keywords: ai engineering, ai engineers, ai engineer, naturally python, pytorch ai, python native, python concepts, ai, ensure ai, essential python
Source: machinelearningmastery.com

Securing CI/CD for an open source project: Locking down dependencies

Part two This is the second post in a three-part series on how Cilium hardens its CI/CD pipeline. Part 1 covered access control: who can trigger builds and what code CI is allowed to execute. This pos...

Keywords: cilium security, compromised workflow, cilium github, cilium maintainer, cilium renovate, github security, pipeline enforces, dependency compromised, cilium pinned, compromised dependency
Source: cncf.io

astro.config.mjs Supply Chain Attack via Blockchain C2

astro.config.mjs Supply Chain Attack via Blockchain C2 Table of Contents Pull request #206 against Egonex-AI/Understand-Anything (an open source code-to-knowledge-graph tool with 57,000+ GitHub stars)...

Keywords: mjs attack, payload astro, mjs obfuscated, astro builds, run astro, astro dev, astro build, deobfuscated payload, dev astro, invocation astro
Source: safedep.io

Quarkus Local AWS Emulation Without the Auth Token Tax

Quarkus Local AWS Emulation Without the Auth Token Tax A practical Dev Services pattern for teams that need seeded S3, SSM, and SQS in dev and CI without wiring every service by hand. I like local AWS...

Keywords: services quarkus, aws devservices, service quarkus, quarkex invoicevault, quarkus aws, aws emulation, s3 devservices, devservices floci, aws systems, aws dev
Source: the-main-thread.com

Introduction to UEFI HTTP(s) Boot with QEMU/OVMF

The historic go-to solution for network booting is PXE. PXE is based on DHCP and TFTP. It is tricky to correctly configure, even trickier to make it highly available and good luck with the security wi...

Keywords: https boot, secure boot, netboot certificate, ipxe netboot, boot netboot, netboot netboot, boot network, reject netboot, boot internet, netboot
Source: blog.yadutaf.fr

Architectural Decision Guide: When to Use Apache Kafka (And When You Shouldn't)

New in Confluent Cloud: Making Data & Pipelines Accessible for AI-Ready Streaming | Learn More Your team just shipped a microservices refactor. Services are smaller, deployments are faster, and bounda...

Keywords: leveraging kafka, apache kafka, queuing kafka, kafka operational, use kafka, kafka operations, performance kafka, streaming systems, kafka suggestion, kafka provides
Source: confluent.io

Introducing Document Authoring AI: Structured LLM editing for embedded document editors

Introducing Document Authoring AI: Structured LLM editing for embedded document editors Table of contents

Document Authoring AI is the new AI editing capability in Nutrient Document Authoring SDK. S...
Keywords: ai editor, document editors, editor api, authoring editor, write tools, ai editing, tools workflows, editor structured, editor model, document editor
Source: nutrient.io

Kimi K2.7 Code: The Complete Guide — Benchmarks, Pricing & How to Use (2026)

Quick answer. Kimi K2.7 Code is Moonshot AI's newest open-weight coding model, which appeared on Hugging Face on June 12, 2026. It's a 1-trillion-parameter Mixture-of-Experts model (32B active, 384 ex...

Keywords: moonshot k2, benchmarks kimi, moonshot ai, code moonshot, code kimi, kimi k2, moonshotai kimi, moonshot official, kimi code, coding kimi
Source: codersera.com

How to Choose the Right Sandbox for AI Agents

AI agents are most useful when they can take action, and letting them write and run code is one of the highest-value capabilities you can give them. But that autonomy comes with security risks. Agent-...

Keywords: sandboxes agents, agent sandbox, ai agents, isolate ai, using sandboxes, sandboxes using, agents useful, agent safely, agent secure, allow ai
Source: langchain.com

NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark

AgentPerf from Artificial Analysis, the industry’s first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare systems for agentic AI. In the first ro...

Keywords: agentic performance, agentic workloads, performance agentic, ai workloads, agents workload, ai benchmark, ai agents, efficiency agentic, agentic ai, performance benchmark
Source: blogs.nvidia.com

Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)

Introduction Over the past decade, deep learning as a field has grown quite significantly, whether it be the compute capacity of hardware or the ingenuity behind architectures that utilize that har...

Keywords: deep learning, architecture deepseek, connections deepseek, resnets residual, network deepseek, hyper connections, resnets, 2015 resnets, connections models, networks new
Source: towardsdatascience.com

AI Agent Bankrupted Their Operator While Trying to Scan DN42

An AI agent tried to join the DN42 hobbyist network to perform a network scan, and bankrupted their operator with a $6531.30 AWS bill. Unless otherwise stated, all times in this post are Pacific Dayli...

Keywords: git dn42, register dn42, dn42 registry, dn42 git, dn42 agent, services dn42, dn42 administrators, dn42 registration, dn42 aws, dn42 policies
Source: lantian.pub

Memory is still a missing primitive: Cataloguing what the field is actually shipping

This week the field shipped four kinds of memory, and Apple paid Google a billion dollars a year for one of them. None of the four is what the demos imply. In the last six weeks alone, the launches st...

Keywords: memory means, describes memory, intuition memory, memory sense, means memory, define memory, memory define, memory, bucket memory, memory remembering
Source: arize.com

Swift at Apple: Migrating the TrueType Hinting Interpreter

Swift at Apple: Migrating the TrueType Hinting Interpreter TrueType is a widely used vector font standard for rendering text in web pages, PDFs, operating systems, and applications. Familiar fonts lik...

Keywords: swift truetype, swift interpreter, swift types, convenient swift, swift uses, swift language, swift type, swift glyph, glyph swift, truetype outlines
Source: swift.org

WASI 0.3

WASI 0.3 Launched WASI 0.3 is official, and async is now native to WebAssembly Components. The WASI Subgroup voted to ratify WASI 0.3.0, rebasing WASI onto the WebAssembly Component Model’s async prim...

Keywords: wasi webassembly, wasi components, wasi component, wasi changes, components wasi, abstractions wasi, async abi, wasi interfaces, io wasi, changes wasi
Source: bytecodealliance.org

Encrypted Spaces An architecture for collaborative applications

Encrypted Spaces An architecture for collaborative applications where data is encrypted and operations are cryptographically verifiable. Encrypted Spaces are part of a research effort to explore colla...

Keywords: data sharing, encrypted spaces, encrypted space, privacy, private data, shared encrypted, space encrypted, management encryption, society encrypted, encrypted data
Source: encryptedspaces.org

How to Setup a Local Coding Agent on macOS

How to Setup a Local Coding Agent on macOS Running Gemma 4 26B-A4B and Qwen3.6 35B-A3B locally with llama.cpp, MTP speculative decoding, multimodal support, and PI as a coding agent. I'd had my intern...

Keywords: mtp gemma, gemma mtp, decoding gemma, gemma multimodal, gemma4 local, agent macos, agent gemma, macos gemma, gemma4 python3, gemma4
Source: ikyle.me

Introducing the Open Knowledge Format

Introducing the Open Knowledge Format Sam McVeety Tech Lead, Data Analytics, Engineering, Data Cloud, Google Cloud Amir Hormati Tech Lead, BigQuery, Engineering, Data Cloud, Google Cloud As foundation...

Keywords: knowledge format, knowledge catalog, knowledge wiki, apis wikis, open specification, open knowledge, curated knowledge, okf documents, cloud knowledge, let wikis
Source: cloud.google.com

The Good, the Bad and the Ugly in Cybersecurity – Week 24

The Good | Authorities Dismantle Crypto Laundering Empire & Seize Espionage Domains Europol has dismantled a major cryptocurrency laundering network called “AudiA6”, known for actively facilitating il...

Keywords: cybercrime proceeds, crypto laundering, fraudulent websites, dark2web cybercrime, ransomware syndicates, origin cybercrime, cybercrime, laundering network, cybercrime forum, cryptocurrency laundering
Source: sentinelone.com

How Box AI built enterprise content agents with Deep Agents

Box is the intelligent content management platform trusted by 100,000+ enterprises to store, secure, and govern their unstructured data. The Box Agent, part of Box AI, is built on Deep Agents to searc...

Keywords: knowledge box, search agent, search enterprise, enterprise search, agents search, box ai, box enterprise, enterprise content, ai agent, knowledge hubs
Source: langchain.com

Type-Safe Environment Variables in Convex

Hey guys, have you ever had this happen to you? You ask your agent to work on some comics code and generally these days it does a really great job, but occasionally it will trip up on some stupid type...

Keywords: defineapp convex, convex config, convex cli, type convex, version convex, convex enforces, variable convex, convex arbitrary, convex envset, declaration convex
Source: stack.convex.dev

Whats New In Swiftdata

WWDC is always an exciting time for Swift developers. Every year Apple introduces new APIs, refines existing frameworks, and occasionally removes some of the rough edges that developers have been work...

Keywords: swiftdata improvements, swiftdata practical, features swiftdata, introduction swiftdata, swiftdata developers, swiftdata allows, swiftdata understands, swiftdata flexible, important swiftdata, swiftdata ability
Source: azamsharp.com

Collecting AI SDK Telemetry with Upstash Redis Search

Collecting AI SDK Telemetry with Upstash Redis Search The moment you put an LLM call in production, you have questions about it. How many tokens is each agent burning? Which tool is slow at p99? How o...

Keywords: telemetry redis, telemetry upstash, analytics redis, redis search, upstash redis, telemetry ai, redis use, sdk telemetry, example redis, redis tool
Source: upstash.com

How Upstash Redis Runs More Commands in Parallel

How Upstash Redis Runs More Commands in Parallel Redis' command execution model is one of the reasons it is so predictable. When a command reads or modifies the keyspace, it can assume another command...

Keywords: upstash redis, parallel redis, redis parallel, redis executes, redis operations, redis serialized, concurrent commands, redis locks, redis commands, redis waits
Source: upstash.com

Building ClickCannon - a tool for benchmarking ClickHouse

Today, we're announcing ClickCannon, an open-source benchmarking tool for ClickHouse. What began as an internal project to benchmark observability workloads and build sizing recommendations for ClickS...

Keywords: clickcannon benchmark, workload benchmarking, benchmarks user, running benchmarks, building benchmarking, behavior benchmarking, benchmarking tools, benchmarking tool, monitoring benchmark, clickhouse workload
Source: clickhouse.com

Ire identifies another LOTUSLITE specimen

At a glance

Project Ire identifies a LOTUSLITE variant that shares TTPs (tools, tactics, procedures) with the public family but none of its indicators of compromise (IOC).
The LLM-driven agent pro...
Keywords: malware ire, malware classification, novel malware, malware behaviors, malware sample, malware, autonomous malware, agent malware, dll backdoor, malicious binary
Source: microsoft.com

A PDF that changes based on who is reading

PDF is a visual format. It stores instructions for where to draw glyphs on a page. The spec does support Tagged PDF, a structure tree that marks headings, paragraphs, lists. Some domains use it like g...

Keywords: text pdf, formatted pdf, pdfs using, make pdf, pdfs smart, tagged pdf, converted pdfs, pdf structure, print pdf, pdf renders
Source: sgaud.com

Vectors vs. hallucinations: How OpenSearch keeps GenAI grounded

Based on the OpenSearchCon Europe 2026 talk by Laysa Uchoa | Watch the full session → If you have shipped a GenAI feature to production, you have probably already met the enemy: the confident, fluent,...

Keywords: opensearch genai, hallucinations opensearch, retrieval opensearch, genai applications, produce retrieval, opensearch neural, based opensearchcon, opensearch, genai systems, retrieval later
Source: opensearch.org

WhatsApp Business API pricing 2026: what's free and where markup hides

The Honest Guide to a Free WhatsApp Business API in 2026 Searching "free WhatsApp Business API" returns 50 marketing pages, all promising the same dream: business-grade WhatsApp automation, no cost. T...

Keywords: whatsapp pricing, free whatsapp, whatsapp business, whatsapp api, api whatsapp, trial whatsapp, api pricing, messages cost, message cost, whatsapp integration
Source: wexio.io

olmo-eval: An evaluation workbench for the model development loop

olmo-eval: An evaluation workbench for the model development loop While you're building an LLM, you evaluate it over and over across many interventions. Every adjustment to its data, architecture, or...

Keywords: evaluation tools, evaluated tools, eval benchmarks, benchmarks olmo, evaluation workbench, benchmark olmo, olmo eval, evaluations model, model evaluation, run evaluation
Source: huggingface.co

My Favorite Books to Learn AI and LLM Engineering in 2026

My Favorite Books to Learn AI and LLM Engineering in 2026 The AI Engineer's Reading List for 2026 (10 Books That Matter Most) Hello guys, the AI landscape is moving at light speed. New models drop wee...

Keywords: books ai, book ai, ai engineers, ai engineer, ai engineering, ai philosophy, engineering ai, ai course, ai agents, learn ai
Source: javarevisited.substack.com

Kimi K2.7 Code now available on AI Gateway

1 min read Kimi K2.7 Code from Moonshot AI is now available on AI Gateway. K2.7 Code is a coding model built for long-horizon programming tasks, generalizing across scenarios including frontend develo...

Keywords: moonshot ai, moonshotai kimi, ai sdk, code moonshot, view ai, streamtext ai, ai gateway, model moonshotai, kimi k2, multimodal architecture
Source: vercel.com

Show HN: StackScope – I crawled over 40k indie launches to see what they ship

We analyse new product launches and show you what's under the hood. Daily analysis of early-stage launches from Product Hunt, Hacker News, and PeerPush. Tech stacks, AI signals, security headers, host...

Keywords: indie launches, product launches, recent launches, launches analysed, launches indie, launches product, launches, product hunt, analytics, technologies tracked
Source: stackscope.dev

Nvidia’s RTX Spark made me hate content creation a little less

Every video editor has a list of tasks they’d happily outsource to someone else. Exporting isn’t one of them anymore because modern laptops are already plenty fast. The real-time sinks are the boring...

Keywords: video editors, video editor, reinvent editing, editing experience, rtx spark, task editors, spark creators, rtx graphics, creative workloads, gaming demos
Source: digitaltrends.com

S3 still isn't a file system. S3 Files is.

S3 still isn't a file system. S3 Files is. AWS put a real filesystem in front of the bucket. The bucket didn't change. I’ve been saying S3 is not a file system for a decade, to anyone who’d listen and...

Keywords: filesystem s3, s3 filesystem, storage s3, s3fs, s3 files, file s3, s3 file, amazon s3, s3 isn, launched s3
Source: chaosguru.substack.com

When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout

prebuilt-layout model), a richer package that recovers what fitz cannot. That gap is where we start. PyMuPDF (fitz) is fast, free, and exact on clean prose. It also goes blind in three places, and eac...

Keywords: azure ocr, ocr azure, azure document, document azure, documentintelligenceclient azure, parse_pdf_azure_layout documented, azure paragraphs, azure word, table parse_pdf_azure_layout, analyzedocumentrequest azure
Source: towardsdatascience.com

Meet Desktop Mode: A New Workspace for WordPress Admin

WordPress already holds your content, media, users, plugins, and more. But managing all of those moving pieces often means jumping between admin screens, browser tabs, and disconnected workflows. Desk...

Keywords: workflows desktop, wordpress desktop, workspace windows, workspace, managing moving, admin desktop, plugins managing, workspace team, wordpress admin, workflows organized
Source: wordpress.com

New OpenAI Academy courses for the next era of work

New OpenAI Academy courses for the next era of work AI is giving organizations a new capacity to act. Work that once waited for scarce time or expertise can increasingly move forward with AI. But that...

Keywords: courses openai, openai academy, initiatives openai, agents openai, broader openai, workflows learners, build ai, new openai, skills workflows, working openai
Source: openai.com

How we made GitHub Copilot CLI more selective about delegation

Pingping Lin Principal applied scientist, Microsoft Code | AI. I am a tech lead driving product-focused AI research to enhance the GitHub Copilot CLI experience through data-driven analysis. In agenti...

Keywords: cli delegate, systems delegation, agent tools, delegation copilot, delegation useful, agent delegates, agent smarter, delegation improvement, delegation production, delegation guidance
Source: github.blog

Postgres jsonb: when documents beat columns, and when they don't

Postgres jsonb: when documents beat columns, and when they don't JSONB vs JSON storage, GIN index, jsonb_path_ops, ->>vs->, expression indexes, ACID inside documents Jsonb feels free. You throw the sh...

Keywords: postgres jsonb, jsonb indexing, jsonb_ops vs, jsonb_ops index, index jsonb_ops, indexing jsonb, jsonb faster, column jsonb_path_ops, jsonb vs, jsonb_path_ops optimised
Source: podostack.com

I Am Not a Reverse Centaur

<p>About a year ago I wrote on this blog about how <a href="/post/why-generative-ai-coding-tools-and-agents-do-not-work-for-me">coding with LLMs would not work for me</a>, even if there were no ethica...

Keywords: coding llms, source projects, reviewing llm, source developer, llm code, llms, nearly llms, llms work, open source, projects pushing
Source: blog.miguelgrinberg.com

The Future of Email

The future of email Post categories Customer Support Agent Email authentication: the trust layer that the future of email depends on Email has always had a spoofing problem. Anyone can put anything in...

Keywords: email authentication, authentication email, agent email, email automated, email spoofing, mailbox authentication, automated email, existed email, standards email, authentication senders
Source: fastmail.com

How Preply combines AI and human tutors to personalize learning

How Preply combines AI and human tutors to personalize learning Preply uses OpenAI to launch AI-generated lesson summaries, providing personalized feedback and language learning exercises. Results 95%...

Keywords: preply tutors, learning preply, learner tutor, learners tutors, tutors learners, tutors actively, tutors use, human tutors, lesson insights, ready tutor
Source: openai.com

Intel’s Pentium FDIV bug and recall

On June 13, 1994, a mathematics professor discovered a bug in Intel’s then-new Pentium CPU. Intel’s new CPU was fast, but it couldn’t divide correctly. The bug became known as the Pentium FDIV bug. It...

Keywords: pentium fdiv, pentium recall, pentium bug, bugs pentium, flawed processors, intel bugs, division pentium, algorithm pentium, pentium, implementation pentium
Source: dfarq.homeip.net

Kubernetes Without the Chaos

In this SUSECON conversation, Rachel Stephens of RedMonk talks with David Stauffer from SUSE about how Rancher Prime helps bridge the gap between developers, operators and platform teams. They discuss...

Keywords: kubernetes suse, kubernetes, suse rancher, manage kubernetes, kubernetes operations, suse application, observability kubernetes, efficiently kubernetes, kubernetes chaos, suse
Source: redmonk.com

LibreOffice Enhances Ribbon-Style UI with a Vibrant Color Update

LibreOffice is set to introduce a vibrant update to its Tabbed UI, also known as the Notebookbar, in its upcoming major release, LibreOffice 26.8, scheduled for August 2026. This new feature allows us...

Keywords: color tabbed, tabbed ui, notebookbar type, border tabbed, notebookbar, known notebookbar, specific notebookbar, libreoffice 26, notebookbar upcoming, default tabbed
Source: serverhost.com

Deep Learning Weekly: Issue 459

Deep Learning Weekly: Issue 459 Claude Fable 5, Cohere’s North Mini Code, a paper on Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering, and many more! This week in deep lea...

Keywords: tokenomics, tokenomics quantifying, publications tokenomics, research deepmind, paper tokenomics, tokens classifier, tokens, understand tokens, token, tokens furthermore
Source: deeplearningweekly.com

Device Clock Generation

Device Clock Generation After building a CPU, utilities for handling bus interconnects, several DMAs and memory controllers, I often find my time focused on building interfaces between designs and ext...

Keywords: clock generation, device clock, clock interface, fpgas clock, generating clocks, clock controllers, processing clock, design clock, generating clock, clock design
Source: zipcpu.com

I can never fully embrace LLMs for code

My younger sister graduated with a CompSci degree a few years ago. I've been behind her, motivating her and demystifying the world of programming from the very beginning. There was a piece of advice I...

Keywords: make understand, programming, understand operate, understanding code, write code, reworking ai, code generation, programming beginning, code trusting, code define
Source: idiallo.com

Untangled from Boeing, Jeppesen ForeFlight bets big on AI

Log-in here if you’re already a subscriber When digital services company Jeppesen ForeFlight was spun off from Boeing in November, its new private equity owner Thoma Bravo declared “the original innov...

Keywords: aviation ceo, boeing jeppesen, foreflight spun, spun boeing, popular foreflight, innovators aviation, technology flying, boeing, divested boeing, foreflight
Source: theaircurrent.com

A CEO's Cost of Capital Advantage

About Team Portfolio Jobs Theories Back to blog A CEO's Cost of Capital Advantage Jun 12, 2026 Jun 12, 2026 No items found. Share article Share to LinkedIn Share to X Previous article Next article Are...

Keywords: ai agents, agents investment, jobs ais, agent ai, data agent, agents, agent skills, ai engineering, agents need, building agent
Source: theoryvc.com

My Struggles Talking to an Old Piece of Junk (Fanuc 0M)

My Struggles Talking to An Old Piece Of Junk (Fanuc 0M) 2026-06-07 #machining, #electronics This February I became the proud owner of an old Hermle UWF 851 vertical machining center. An industrial CNC...

Keywords: industrial machining, machining electronics, machining, 07 machining, serial chip, retrofitting machine, vertical machining, programs serial, industrial cnc, port db25
Source: 3nt3.de

Navigating AI Shifts in Modern Data Engineering

Data engineering today is in the midst of two major shifts — one of function and one of form. The first is obvious: AI is fundamentally redefining the function of data engineers at almost every level....

Keywords: data pipelines, pipelines ai, build pipelines, data engineering, building pipelines, data engineers, data plumbers, pipelines, pipelines closely, data building
Source: snowflake.com

Program Claude Code, Codex, Pi and other agent harnesses with AI SDK

1 min read AI SDK 7 introduces HarnessAgent , a single API for running established agent harnesses, including Claude Code, Codex, and Pi. AI SDK has always let you switch models without rewriting your...

Keywords: harnessagent ai, ai sdk, code harnessagent, harness agent, agent harnesses, agents ai, claudecode ai, sdk harness, agent import, read ai
Source: vercel.com

Slightly reducing the sloppiness of AI generated front end

Slightly reducing the sloppiness of AI generated frontend 2026-06-12 I've been trying to make progress on a herculean task; I want decent looking programs for personal use which I can generate quickly...

Keywords: slop app, slop qt, sloppiness ai, style slop, ai taste, ai generated, ai generate, ai agents, qt style, adding slop
Source: envs.net

ClickHouse achieves AWS Financial Services Competency

We're excited to announce that ClickHouse has achieved the AWS Financial Services Competency, recognizing our track record of supporting global financial institutions in turning data into decisions an...

Keywords: analytics financial, data financial, aws financial, clickhouse enterprise, analytics traders, leveraging clickhouse, massive concurrency, high concurrency, achieved aws, data competitive
Source: clickhouse.com

Pi 0.79.2

Clearer Bedrock validation guidance - Amazon Bedrock data retention validation errors now link to AWS data retention documentation. See Amazon Bedrock. Added Added an experimental first-time setup flo...

Keywords: bedrock validation, amazon bedrock, bedrock unsupported, bedrock data, bedrock, bedrock added, clearer bedrock, openai gpt, gpt openai, openai limits
Source: pi.dev

Where Did Earth Get Its Oceans? Maybe It Made Them Itself

Where Did Earth Get Its Oceans? Maybe It Made Them Itself. Introduction At this moment, a spacecraft is headed from Earth to Europa, an ice-veiled moon of Jupiter thought to contain an ocean similar i...

Keywords: created oceans, planetary water, water earth, planet oceans, earth europa, earth oceans, earth water, europa ice, oceans comets, earth ocean
Source: quantamagazine.org

Why removing 'um' from a recording is harder than it sounds

Linguists have a word for the um s, uh s, er s, and elongated versions (ummmm , uhhhhh ) that pad spoken English: disfluencies. I don’t record a lot of voice audio, but a few friends do, and they tell...

Keywords: input wav, wav cuts, voice audio, pause transcribed, erm audio, slicing audio, validation audio, audio briefly, audio arbitrary, record voice
Source: doug.sh

A low-carbon computing platform from your retired phones

Climate & Sustainability

Keywords: climate sustainability, sustainability, climate
Source: research.google

Digital Sovereignty Becomes an Imperative as the US Reads Dutch Emails

The reported case of the U.S. House of Representatives receiving unredacted emails from Dutch civil servants is more than a privacy scandal. It shows, in one sharp moment, why digital sovereignty has...

Keywords: digital sovereignty, enforce digital, disclosure jurisdiction, sovereign digital, jurisdictional leakage, netherlands microsoft, jurisdiction sovereignty, privacy scandal, digital institutions, dutch email
Source: korte.co

Gadget Review: TP Link EH210 Ethernet Splitter (USB-C) ★★★★★

When I ran Ethernet around our house, I thought I was being clever. A CAT6 cable for every room - lush! Some of my rooms have lots of devices, so they get a nice big Ethernet switch with lots of ports...

Keywords: ethernet cable, ethernet house, running cable, ethernet, ethernet switch, ethernet work, big ethernet, cable room, supplied ethernet, cat6 cable
Source: shkspr.mobi

How to automate Instagram engagements with computer vision (and get banned)

Obviously, Instagram does not want you to automate engagement. Their HTML is a mess of randomly generated class names and deeply nested divs. The structure changes every deployment. Any script that re...

Keywords: instagram things, engagement html, instagram obfuscate, hearts instagram, matter instagram, automate engagement, instagram, relies dom, work instagram, instagram vertical
Source: blog.florianherrengt.com

Kimi K2.7 vs GPT-5.5 vs Claude Opus 4.8: Coding & Agentic Comparison (2026)

Quick answer. Kimi K2.7 Code, Claude Opus 4.8, and GPT-5.5 target the same job — agentic coding — from very different angles. Kimi K2.7 is open-weight and roughly 5× cheaper ( $0.95/$ 4.00 per 1M tokens...

Keywords: benchmarks kimi, cheaper kimi, moonshot benchmarks, moonshot benchmark, benchmarks proprietary, benchmarks published, kimi k2, proprietary benchmarks, benchmark vendor, moonshot kimi
Source: codersera.com

You can finally power on a Mac remotely

You can finally power on a Mac remotely Apple FINALLY lets you turn on your Mac remotely, without having to press the power button. In the media, articles suggest it's a reaction to Mac mini power but...

Keywords: mac wake, mac remotely, wake mac, remotely mac, remote macs, remote mac, power mac, mac power, sleep remotely, mac sleep
Source: jeffgeerling.com