Daily Tech News - 2026-07-15

I have created the daily tech summary for July 15, 2026, and saved it to daily_tech_summary_2026-07-15.txt.

Featured Articles

From Notebook to Cloud: How I Built a Real Inventory System for Kenyan Small Businesses Using…

-35e7a49c6df5---4 crawled_date: 2026-07-15T09:18:18.838140+00:00 feed_url: https://aws.plainenglish.io/feed published: Wed, 15 Jul 2026 08:14:16 GMT

From Notebook to Cloud: How I Built a Real Inv...

Keywords: aws architected, debugging aws, development aws, aws built, engineer aws, principles aws, terraform aws, aws resources, aws ecosystem, cloud inventory
Source: aws.plainenglish.io

From Vector Search to Agentic RAG: Building an Enterprise Research Analyst with hipVS

From Vector Search to Agentic RAG: Building an Enterprise Research Analyst with hipVS# hipVS and hipRAFT were introduced in this earlier blog post, which walked through the core vector search APIs. Th...

Keywords: hipvs retrieval, hipvsindex search, hipvs search, hipvs indexes, hipvs searches, search hipvs, hipvs algorithms, hipvsindex implementation, implemented hipvs, hipvs workflows
Source: rocm.blogs.amd.com

Triton Plugin Extensions: Enabling TLX and Custom Compiler Passes Out of the Box

Featured projects TLDR The PyTorch-Triton 3.7 release introduces the Triton Plugin Extensions system, a framework for dynamically loading custom compiler passes, dialects (including their ops), and DS...

Keywords: triton runtime, triton compiler, triton performance, workloads triton, triton extensions, recompilation triton, triton build, build triton, embedded triton, introduces triton
Source: pytorch.org

HAMi becomes a CNCF incubating project

The CNCF Technical Oversight Committee (TOC) has voted to accept HAMi as a CNCF incubating project. About HAMi Modern AI infrastructure teams run into the same problem over and over: expensive GPUs of...

Keywords: accelerators kubernetes, middleware kubernetes, gpu virtualization, hami platform, hami core, kubernetes hami, virtualization middleware, existing kubernetes, devices hami, gpu sharing
Source: cncf.io

Welcome Inkling by Thinking Machines

Welcome Inkling by Thinking Machines TLDR; Inkling by Thinking Machines is out on Hugging Face. Inkling is a huge multimodal LLM that understands all modalities (image, audio, text), has agentic capab...

Keywords: broad multimodality, multimodality reasoning, multimodal, multimodal reasoning, multimodal model, huge multimodal, multimodal llm, multimodality, llms multimodal, multimodal inference
Source: huggingface.co

Solving 20 Erdős Problems with 20 Codex Accounts Running in Parallel

Star Fleet Math Built by Colin Snyder · [email protected] Advised by Mike Kim · proposed solutions ↓ Inspired by Ignis · previously built by Myself, Dhruv Agarwal, & Nitin Kesarwani at the New Tur...

Keywords: fleet ai, star fleet, starships parallel, parallel search, smt solvers, starships, lean mathlib, programs shard, computational, starship
Source: starfleetmath.com

How I Shipped 341 MB of JSON Through Google Apps Script — and Lived to Tell the Tale

-5b301f10ddcd---4 crawled_date: 2026-07-15T18:20:26.423866+00:00 feed_url: https://itnext.io/feed published: Wed, 15 Jul 2026 17:20:13 GMT

How I Shipped 341 MB of JSON Through Google Apps Script...

Keywords: hundreds spreadsheets, apps script, 300 spreadsheets, google infrastructure, google execution, script engine, makes apps, google apps, fast apps, runtime google
Source: itnext.io

Run Claude Code locally with vLLM and OpenShift AI

These days, most developers are using some kind of AI coding assistant, whether that's Claude Code, Codex, or one of the many open source agents out there (84% are using or plan to use AI tools, accor...

Keywords: ai tools, ai agent, use ai, ai deploying, ai use, ai enabling, agent machine, coding agent, model developer, private ai
Source: developers.redhat.com

Scaling KV Cache Beyond Memory with Mooncake SSD Offloading

Scaling KV Cache Beyond Memory with Mooncake SSD Offloading SSD Offloading Becomes Necessary, Practical and Profitable The rise of agentic workloads fundamentally changes the role of KV cache. Coding...

Keywords: kv caches, kv cache, cache effectively, caches expensive, cache memory, caches, memory tier, cache coding, catastrophic cache, cache hits
Source: kvcache.ai

How to run Hermes, a self-improving personal AI agent, fully local with QVAC

What Hermes is, and why it is different Most AI agents you have seen are task tools. You give them a job, they do it, they forget you. Hermes Agent, from Nous Research, is built on a different idea: a...

Keywords: hermes agent, hermes skills, skills hermes, learns hermes, agent model, agent lives, skills agent, agent remembers, lives hermes, agent work
Source: qvac.tether.io

TML Inkling on vLLM: Day-0 Support with Optimized Performance

TML Inkling on vLLM: Day-0 Support with Optimized Performance We are thrilled to announce that vLLM officially supports the TML Inkling model on Day 0. Both thinkingmachines/Inkling-NVFP4 and thinking...

Keywords: vllm additionally, inkling vllm, vllm achieves, vllm provides, optimizations vllm, vllm, described vllm, vllm implementation, optimization vllm, vllm vllm
Source: vllm.ai

DSLs Enable Reliable Use of LLMs

DSLs Enable Reliable Use of LLMs LLMs generate code incredibly fast, but to ensure they generate exactly what is intended, they need clear boundaries. Abstractions and Domain-Specific Languages (DSLs)...

Keywords: abstractions dsls, llms dsls, abstraction dsl, dsl semantic, dsls useful, dsls generated, llms dsl, languages dsls, dsls provide, dsl context
Source: martinfowler.com

On-prem DBaaS in 2026: Platforms, standards, and gaps

For application teams, databases should feel like a solved problem. A team needs PostgreSQL, MariaDB, Redis, or another data service, submits a request, receives credentials, and starts building. In p...

Keywords: databases kubernetes, operated databases, databases developers, operate databases, manages database, database platform, database provisioning, database service, platform cloud, platform teams
Source: cncf.io

Open-source memory for coding agents, synced over SSH

Your agents already solved this. deja finds it. Claude Code, Codex and opencode write every conversation to local files — gigabytes of debugged problems and design decisions you can't search. deja is...

Keywords: deja_opencode_db, opencode deja, searchable deja, run deja, search deja, deja_opencode_db deja_index_dir, files deja, deja install, import deja, deja finds
Source: github.com

Telegram Serverless

Telegram Serverless lets you run backend code for your bot and Mini App directly on Telegram's infrastructure — no servers to provision, no containers to keep alive, no scaling to think about. You wri...

Keywords: telegram serverless, telegram servers, telegram runs, backend telegram, telegram bot, bot serverless, telegram bots, telegram infrastructure, deployed telegram, command telegram
Source: core.telegram.org

Using Go for Mobile Apps

I have been developing Digital Carrot with Go Mobile for the last year and it has been a largely positive experience. This article is meant to serve as a repository of everything I’ve learned througho...

Keywords: carrot mobile, flutter platform, use flutter, alternatives mobile, digital carrot, flutter backend, apis flutter, goja creating, mentioned flutter, mobile apps
Source: davidsobsessions.com

Building Faster Cryptography with Carryless Multiplication in NVIDIA CUDA 13.3

For over fifteen years, x86 CPUs have shipped with a dedicated hardware instruction for carryless multiplication. It’s a small but stubborn primitive that sits underneath authenticated encryption, err...

Keywords: cryptography gpu, accelerate cryptographic, cryptographic workloads, gpu primitive, benchmark cryptographic, ghash throughput, gpus remainder, computation cryptographically, gpus hardware, gpus lacked
Source: developer.nvidia.com

Common Performance Pitfalls of Modern Storage I/O

Performance pitfalls when aiming for high-performance I/O on modern hardware and cloud platforms In two previous blog posts, we explored real-world performance investigations on storage-optimized inst...

Keywords: storage optimized, performance storage, throughput filesystem, performance raid, disk performance, disk benchmarking, benchmarking disks, performance disk, slow writes, disk architecture
Source: p99conf.io

Running Gemma 4 26B at 5 tokens/SEC on a 13-year-old Xeon with no GPU

June 8, 2026 · By Ryan Findley Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU There’s a server in my basement that has no business running a modern language model. It’s a repurp...

Keywords: xeon gpu, xeons gpu, engineering xeon, rent gpu, gpu built, intel, generation intel, gpu build, 2016 xeon, gpu server
Source: neomindlabs.com

Develop Lightweight USD Runtimes Faster with AI Agents

OpenUSD is an open, extensible framework that provides a common scene description language for physical AI. It enables teams to bring CAD data, simulation assets, and real-world telemetry into a share...

Keywords: nanousd api, openusd physical, specification nanousd, requirements nanousd, existing openusd, openusd standard, learn openusd, openusd, openusd learn, workflows openusd
Source: developer.nvidia.com

Agents need their own computer. Here's how to give them one safely.

Why agents need their own computer Ask an LLM to debug a failing test or clean a dataset, and it'll get you most of the way there. It can explain the fix, write the query, and outline the analysis. Th...

Keywords: agent computer, manually agents, computer agent, agents operate, agent execution, agent platform, agents need, agent loop, loop agent, laptop agent
Source: langchain.com

New in Together GPU Clusters: Reliability and control for production GPU clusters

We’ve spent the last several weeks shipping a set of changes to Together GPU Clusters aimed at the operational reality of running training and inference at scale: hardware fails, schedulers leak, and...

Keywords: gpu clusters, running clusters, clusters run, clusters operational, run clusters, cluster gpu, kubernetes clusters, cluster repair, new clusters, cluster reliable
Source: together.ai

Pinecone: Harnessing the wisdom of the workforce

Pinecone: Harnessing the wisdom of the workforce This is part of a series on how we’re AI-pilling our company. As frontier models become more capable, companies are increasingly asking themselves the...

Keywords: organization pinecone, pinecone employees, productivity, work pinecone, task pinecone, wisdom workforce, automations pinecone, productivity innovation, agent pinecone, pinecone agent
Source: sierra.ai

Show HN: misa77 - a codec that decodes 2x faster than LZ4 (at better ratios)

misa77 is an LZ-based codec that targets the write-once, read-many niche. In particular, it aims to satisfy the following criteria:

Extremely high decompression throughput (single-threaded).
Modes...
Keywords: misa77 compression, misa77 performance, slow compression, misa77 fastest, vs compression, misa77 vs, compression particularly, decompression throughput, decompression speed, misa77 somewhat
Source: github.com

How Bullet uses ClickHouse Cloud to give DeFi's fastest exchange real-time analytics

Summary

Bullet uses ClickHouse Cloud to index, analyze, and monitor its real-time DeFi perpetuals exchange processing 150 million+ rows per hour.
Switching from Databricks cut query latency 10,000...
Keywords: trading infrastructure, trading platforms, trading architecture, bullet trading, defi trading, time trading, trading exchange, spot trading, exchanges platforms, based exchanges
Source: clickhouse.com

Agentic RAG, explained: Why retrieval is only as good as your documents

Agentic RAG, explained: Why retrieval is only as good as your documents Table of contents

Agentic RAG puts an AI agent in control of retrieval: It decides what to look up, when to look again, and wh...
Keywords: agentic retrieval, documents agentic, agent retrieval, retrieval process, agentic rag, contents agentic, answers agentic, rag agentic, explained retrieval, lookups agentic
Source: nutrient.io

What building Shippy taught us about building agents

What building Shippy taught us about building agents Shippy answering a live query about Ghana's EEZ. The response shows its work: the boundary source, the data cutoff, the query timestamp, and a deep...

Keywords: shippy ai, agents shippy, shippy skills, shippy architecture, agents maritime, tasks shippy, building shippy, ai agent, shippy relies, build shippy
Source: huggingface.co

How we built a coding agent that lives in Slack, and the recipe to build your own - Bitrise Blog

One of the busiest engineers at Bitrise doesn't have a laptop. It lives in Slack. Assign it a Jira ticket or @mention it in a thread, and it reads the requirements, posts a plan, spins up a cloud dev...

Keywords: io bitclaw, engineers bitrise, coding agent, tools agent, bitrise io, bitclaw, cloud dev, coding environment, bitriseio bitclaw, implementation bitclaw
Source: bitrise.io

AI-Enabled Advisory Services for Higher Education

How can Databricks be used to scale limited educational resources to best support students, ensuring their success in an academic environment and beyond? by Chad Ammirati, Zach Langford and Nicole Won...

Keywords: partnering databricks, databricks discuss, learn databricks, databricks used, powerful databricks, follow databricks, databricks baylor, databricks, databricks supports, databricks step
Source: databricks.com

Daily Reading List – July 15, 2026 (#825)

Our Google Developer Expert community is pretty remarkable. 8% of them are in India, and I got to spend all day today with them. And, I also snuck in some experimentation with agent skills. [article]...

Keywords: ai, ai leaders, support ai, ai important, agent capabilities, ai stack, did ai, ai race, sovereign ai, ai powered
Source: seroter.com

When a Faster Kernel Doesn’t Speed Up Serving: Profiling FP8 KV Cache on AMD Instinct MI308X

When a Faster Kernel Doesn’t Speed Up Serving: Profiling FP8 KV Cache on AMD Instinct MI308X# This case study starts with a result that didn’t add up. We enabled FP8 KV cache (--kv-cache-dtype fp8_e4m...

Keywords: fp8 cache, slow fp8, roughly speedup, kernel speedup, kv cache, cache fp8, speedup roughly, local speedup, cache expensive, kv_cache_dtype fp8_dtype
Source: rocm.blogs.amd.com

Red Hat build of Agent Sandbox: Isolated workload management with Kubernetes

Red Hat build of Agent Sandbox provides developers with a programmable API for running workloads in isolated environments, without requiring knowledge of the underlying sandboxing technology. Develope...

Keywords: agent sandbox, sandbox platform, allows sandboxes, underlying sandboxing, independent sandbox, sandbox manages, sandbox concept, sandbox kubernetes, sandboxing technology, provision sandboxes
Source: developers.redhat.com

Kiro CLI observability: trace and evaluate agent changes with Arize Skills

Co-authored by Rich Young, Director of Partner Solutions Architecture, and Nolan Chen, AWS Partner Solutions Architect Coding agents can now inspect a codebase, plan work, edit files, run commands, an...

Keywords: kiro agent, skills kiro, kiro coding, kiro cli, environment kiro, create kiro, changes kiro, agents arize, coding agents, arize workflows
Source: arize.com

Nat Slipstreaming v2.0 allows an attacker to remotely access any TCP/UDP service

NAT Slipstreaming allows an attacker to remotely access any TCP/UDP service bound to any system behind a victim's NAT, bypassing the victim's NAT/firewall (remote arbitrary firewall pinhole control),...

Keywords: nat slipstreaming, nat slipstream, slipstreaming exploits, animations nat, nat bypassing, attack udp, modern nats, demonstrated nat, abuse nat, nat allows
Source: sa.my

Where AI Fits in the SDLC — and Why “Assisting” and “Executing” Are Different Problems

-5b301f10ddcd---4 crawled_date: 2026-07-15T10:18:36.381600+00:00 feed_url: https://itnext.io/feed published: Wed, 15 Jul 2026 10:15:45 GMT

Where AI Fits in the SDLC — and Why “Assisting” and “Exe...

Keywords: ai execution, ai assisted, treating ai, ai automation, ai steps, ai involved, ai tool, assistants copilot, coding assistants, ai coding
Source: itnext.io

Getting OpenClaw up and running

OpenClaw received a lot negative publicity when it first hit the scenes at the start of 2026 as an AI agentic framework. Rightly so, it was riddled with security holes and opened up your machine to a...

Keywords: openclaw ai, openclaw manages, thoughts openclaw, running openclaw, expose agents, openclaw really, openclaw, openclaw running, agents access, openclaw chat
Source: alan.is

Show HN: Grepathy – Claude made a decision nobody approved

Make agent-written code reviewable. When a coding agent builds a feature, it makes a bunch of small decisions along the way that you never really approved. Later someone reviews the PR and asks "why w...

Keywords: agent commit, agents grepathy, agent edits, agent decided, agent written, reviewers teammates, agent inferred, agent log, agent reads, rejected agent
Source: github.com

Show HN: StyleSeed – a design-rules engine so AI agents stop building generic UI

Design judgment for Claude Code · Codex · Cursor · vibe coding — so the output stops looking generated. One component. Three brand DNAs. Same chat UI morphing across Toss · Raycast · Arc — colors, rad...

Keywords: design judgment, design intelligence, design engine, design counterpart, design ai, designers use, design claude, design generates, claude design, designed styleseed
Source: github.com

Together AI brings Thinking Machines Lab’s new model Inkling on day 0

Today, Thinking Machines Lab released Inkling, a new multimodal mixture-of-experts model built for token-efficient reasoning, native multimodal understanding, and broad task versatility. Together AI i...

Keywords: thinking machines, reasoning multimodality, reasoning multimodal, multimodal capabilities, workload ai, experts architecture, versatility ai, comprehension multimodal, trained reasoning, ai inkling
Source: together.ai

Gateway API request mirroring: a shadow copy of prod traffic

Gateway API request mirroring: a shadow copy of prod traffic HTTPRoute RequestMirror filter, fire-and-forget copies, idempotency traps, fraction-based sampling The rewrite had passed every test we had...

Keywords: request mirroring, gateway api, traffic mirroring, mirrored request, prod traffic, responses gateway, gateway takes, gateway pays, gateway ignore, prod mirror
Source: podostack.com

Making 768 servers look like 1

This is 768 servers. To some, that looks like a lot of computers. To those managing the infrastructure for apps with millions of customers, executing millions of queries per second, pretty normal. Pro...

Keywords: scalable database, scaling servers, databases sharding, database sharding, large database, sharding postgres, sharding database, database scale, scale database, lot scalability
Source: planetscale.com

OpenSearch at five: Building sustainability in open source infrastructure

When a critical piece of enterprise infrastructure transitions to a new model of governance, the industry naturally watches with a degree of caution. Five years ago, when the OpenSearch Project was fo...

Keywords: durability opensearch, data infrastructure, infrastructure predictability, enterprise infrastructure, analytics scalability, opensearch project, scalability building, data environments, durable roadmaps, opensearch
Source: opensearch.org

Agents That Can See Your Cloud: A Hands-On Guide to Strands on Bedrock AgentCore Runtime

-35e7a49c6df5---4 crawled_date: 2026-07-15T09:18:18.838140+00:00 feed_url: https://aws.plainenglish.io/feed published: Wed, 15 Jul 2026 08:14:49 GMT

Agents That Can See Your Cloud: A Hands-On Gui...

Keywords: aws agentcore, agentcore aws, bedrock agentcore, environment agentcore, agentcore cli, locally agentcore, agentcore dev, provisioned agentcore, agentcore resources, agent agentcore
Source: aws.plainenglish.io

Beyond Code: Why AI Is Becoming a Software Engineer, Not Just a Coding Assistant

-a648dc4ecb66---4 crawled_date: 2026-07-15T09:18:18.838140+00:00 feed_url: https://towardsdev.com/feed published: Wed, 15 Jul 2026 09:04:42 GMT

Beyond Code: Why AI Is Becoming a Software Engineer...

Keywords: ai developer, developer ai, ai engineering, programmer ai, ai innovation, increasingly ai, ai produced, building ai, ai replacing, code ai
Source: towardsdev.com

Context engineering with Dex Horthy

Stream the latest episode Listen and watch now on YouTube, Spotify, and Apple. See the episode transcript at the top of this page, and timestamps for the episode at the bottom. Brought to You by • Ant...

Keywords: build ai, agents creator, ai agent, faster devs, ai agents, built developers, monitoring software, learn buildkite, coding agents, software built
Source: newsletter.pragmaticengineer.com

Grok Build

Grok Build is SpaceXAI's terminal-based AI coding agent. It runs as a full-screen TUI that understands your codebase, edits files, executes shell commands, searches the web, and manages long-running t...

Keywords: grok build, grok cli, grok tools, grok version, grok config, grok launch, powershell grok, source grok, grok, learn grok
Source: github.com

Launch HN: Coasty (YC S26) – An API for computer-use agents

API reference Run autonomous tasks on managed machines, compose them into workflows, and drop to prediction primitives only when you need direct control. Introduction Start with a task run: give Coast...

Keywords: machines api, coasty api, api predict, api, environ coasty_api_key, coasty_api_key definition, coasty_api_key auto, coasty_api_key, coasty_api_key post, coasty_api_key def
Source: coasty.ai

Spec-Driven Development Needs an Exit Strategy

Spec-Driven Development Needs an Exit Strategy AI coding teams need small change briefs, native engineering artifacts, and enough judgment to stop Markdown specifications becoming a second codebase. O...

Keywords: treating specification, spec driven, keeping specifications, specification produced, spec describes, change specification, specification methods, exhaustive specification, formal specification, specification permanent
Source: the-main-thread.com

Open-Source vs In-House Agent Harness: What Should You Own?

Open-Source vs In-House Agent Harness: What Should You Own? A practical build-vs-adopt guide to open-source, in-house, and vendor-native agent harnesses for Claude Code, Codex, and other coding agents...

Keywords: agent harnesses, agent harness, coding agents, coding agent, choosing agent, source agent, agent coordinator, agent use, agent platform, agents agent
Source: nimbalyst.com

Eliding Write Barriers: How .NET 10 Redefined Struct Returns for Performance

-5517fd7b58a6---4 crawled_date: 2026-07-15T14:19:31.971612+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 15 Jul 2026 14:13:58 GMT

Eliding Write Barriers: How .NET 10 Redef...

Keywords: 10 runtime, performance improvements, net 10, new runtime, net versions, net changes, compiler net, returns performance, improvements microsoft, net releases
Source: levelup.gitconnected.com

J-space comparisons across open models

Anthropic's Verbalizable-Workspace paper showed, on one closed model family, that a model's middle layers carry a dictionary of directions that causally steer its output. It left the natural next ques...

Keywords: experiments thought, behaviors jspace, ideas behaviors, run experiments, jspace curious, experiments autonomously, anthropic verbalizable, verbalizable workspace, domain experiment, behaviors
Source: eliebak.com

Arm powers the world’s most advanced and energy-efficient supercomputers

Arm powers the world’s most advanced and energy-efficient supercomputers This blog was written by Koray Ozkal, Senior Product Marketing Manager, Cloud AI and Conrad Hillariet, Principal HPC Engineer,...

Keywords: supercomputers arm, supercomputers top500, powerful supercomputer, ai supercomputer, efficient supercomputer, efficient supercomputers, supercomputer currently, supercomputers, supercomputer, fastest supercomputer
Source: newsroom.arm.com

Die 21 besten Enterprise-SCA-Tools für 2026

Der Einsatz von Open-Source-Komponenten und Third-Party-Libraries ist zentraler Bestandteil moderner Softwareentwicklung; rund 70–90 % heutiger Anwendungen bestehen aus solchen Komponenten und Bibliot...

Keywords: moderner softwareentwicklung, softwareentwicklung, software proprietäre, software kompilierter, software spezialisierte, source software, und software, software supply, software composition, ein software
Source: cycode.com

Don’t Let Claude Grade Its Own Homework

The full audit came back: 30 of the 95 relative links pointed at files that did not exist. ./market.md instead of market-analysis.md , ./monetization.md instead of business-model.md , some files were...

Keywords: auditable review, review trust, reviewer reliability, reviewer reads, reviewing agents, audit trail, audit, reads review, review artifact, reviewer memory
Source: towardsdatascience.com

Building Trustworthy Production RAG Systems Through Continuous Evaluation

This article walks through how to build that evaluation pipeline yourself, starting with the parts that feel too basic to write about, through automated evaluation with RAGAS, past the point where RAG...

Keywords: evaluation ragas, ragas evaluation, evaluate ragas, ragas basics, evaluation pipeline, rag enterprise, automated evaluation, rag infrastructure, ragas scores, practice ragas
Source: towardsdatascience.com

Claude Knew It Was a Test

Claude Knew It Was a Test Anthropic’s J-lens reads the words Claude holds and never says. In an alignment evaluation it privately holds “fake” before it answers. Delete that thought and it blackmails....

Keywords: model suspects, suspected models, emails leverage, claude models, model behaves, specification acting, behaves evaluation, affair emails, model think, leverage blackmail
Source: robonaissance.com

Who's running all those tiny RPKI servers?

Border Gateway Protocol (BGP) lacks built-in trust, leaving the Internet routing layer exposed to accidental or malicious prefix hijacks. Resource Public Key Infrastructure (RPKI) addresses that probl...

Keywords: bgp hijacks, vulnerable bgp, usage bgp, exploitable bgp, infrastructure rpki, bgp, networks trusted, bgp designed, bgp lacks, rpki internet
Source: blog.apnic.net

API deprecations - Workers KV: Legacy Namespace Routes

API deprecations Cloudflare occasionally makes updates to our APIs that result in behavior changes or deprecations. When this happens, we will communicate when the API will no longer be available and...

Keywords: deprecation cloudflare, deprecations cloudflare, cloudflare deprecating, cloudflare api, api deprecations, replacement cloudflare, api deprecation, override cloudflare, cloudflare decline, payloads migrate
Source: developers.cloudflare.com

Inkling: Our Open-Weights Model

Our mission is to build AI that extends human will and judgment. We have developed a platform that lets anyone customize models, previewed an AI system built for interactive collaboration, and publish...

Keywords: previewed ai, build ai, model trained, trained inkling, training pipeline, model training, multimodal capabilities, ai built, ai assistant, rapidly learning
Source: thinkingmachines.ai

Jurassic Park computers in excruciating detail

After I mentioned a Jurassic Park anecdote the other day, I watched the movie again. I must have seen it at least ten times now. This time, I researched every computer/software I spotted. EDIT: Just w...

Keywords: screen computer, era computers, man computer, researched computer, screen supercomputer, powerful computer, macintosh computer, surprisingly computer, 90s laptop, computers used
Source: fabiensanglard.net

RAG Clearly Explained

RAG Clearly Explained The mental model every engineer should have. Photorealistic Faces for AI Agents. 44% More Usage. Presented by Anam Anam gives AI agents a photorealistic face, increasing usage by...

Keywords: retraining rag, rag solves, retrieval rag, context rag, ideas rag, answer rag, method rag, problem rag, rag useful, rag use
Source: blog.levelupcoding.com

Scikit-Ollama for Scikit-LLM/Ollama Integration

In this article, you will learn how scikit-ollama bridges the scikit-learn interface with locally running Ollama models to perform zero-shot text classification; no cloud API required. Topics we will...

Keywords: scikit learn, llm apis, classification cloud, scikit llm, learn scikit, llm scikit, classifier sentiment, scikit ollama, based scikit, sentiment classification
Source: machinelearningmastery.com

What `for x in y` hides from you – From Scratch Code

What for x in y hides from you What a Python for loop is really doing once you stop hand-waving. There are certain Python features that are so straightforward to use, you forget they are doing any...

Keywords: python looping, python loop, python behavior, python interpreter, python asks, python iteration, iteration python, python specification, loop means, loop thing
Source: fromscratchcode.com

The US is advancing AI safety through state and federal action

The US is advancing AI safety through state and federal action Through reverse federalism, states are aligning on AI safeguards as the federal government builds toward a national standard—laying the g...

Keywords: ai governance, frontier ai, ai safeguards, ai safety, oversight frontier, ai national, ai democratic, frontier safety, safeguards federal, democratic ai
Source: openai.com

Weathergotchi – an open-source climate Tamagotchi

This project is an open-source, battery-powered temperature and humidity data logger with an always-on e-paper display. It records ambient conditions over time, stores readings in non-volatile memory,...

Keywords: battery monitoring, logger paper, logger pcb, climate logger, device monitor, logger cad, templog_mainboard device, project esp32, data logger, monitoring charging
Source: github.com

Codex Micro

Codex Micro Your command center for agentic work Codex Micro $230.00 Designed with Work Louder, the kbd-1.0-codex-micro brings your agent workspace into reach. Keep active chats close, spot what every...

Keywords: openai worklouderopenai, worklouderopenai, worklouderopenai worklouder, agent workspace, worklouder trigger, worklouder, chats openai, codex workflows, agent key, codex actions
Source: openai.com

🎓 Anthropic launches Claude for Teachers

Good morning! Here's what's happening in AI today: Claude for Teachers launches with free access for K12 educators ChatGPT now builds and ships full web apps Notion adds Markdown file preview and impo...

Keywords: classrooms ai, ai education, education claude, claude teachers, taught claude, lesson automatically, ai courses, educators access, educators free, teachers launches
Source: simplifyingai.co

Daxin Returns: Stealthy Malware Resurfaces in Taiwan Alongside a New Backdoor

Daxin Returns: Stealthy Malware Resurfaces in Taiwan Alongside a New Backdoor Four years after Symantec first uncovered Daxin, the most advanced malware we had seen from a China-linked actor, it has b...

Keywords: daxin malware, symantec uncovered, backdoor symantec, symantec attributed, symantec threat, years symantec, dll backdoor, known malware, stealthy malware, malware seen
Source: security.com

GitHub for Beginners: Your roadmap to mastering the GitHub essentials

Still have questions? Check out our most commonly asked questions and watch the full series of GitHub for Beginners on YouTube. You can also get started with GitHub Docs. GitHub for Beginners: Your ro...

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Source: github.blog

GPT-Red: Unlocking Self-Improvement for Robustness

GPT‑Red: Unlocking Self-Improvement for Robustness Training strong automated safety red-teamers to improve robustness. Summary Problem Red-teaming is essential to discovering vulnerabilities and impro...

Keywords: red adversarially, improving robustness, robustness gpt, vulnerabilities improving, improve robustness, uncover vulnerabilities, red teaming, stronger safeguards, robustness training, safer gpt
Source: openai.com

NVIDIA and Japan Bring Full-Stack AI and Robotics to Every Industry

Home to leading manufacturers, robotics pioneers and infrastructure builders, Japan is one of the world’s centers of AI — building across the full stack with NVIDIA technologies. NVIDIA and its partne...

Keywords: nvidia sega, games nvidia, gaming nvidia, nvidia rtx, consoles nvidia, technologies nvidia, nvidia technologies, nvidia partners, spark nvidia, sega support
Source: blogs.nvidia.com

Mysteries of Telegram Data Centers

Telegram claims to have 5 data centers (DCs), referred to as DC1~5 in Telegram’s code and documentation. Among them, DC1 and DC3 are located in Miami, USA; DC2 and DC4 are in Amsterdam, Netherlands; a...

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Source: dev.moe

Societal Impacts: Claude's values across models and languages

Claude’s values across models and languages When someone asks Claude a question with no universal right answer—say, whether to take a new job or how to handle conflict with a friend—how Claude respond...

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Source: anthropic.com

Streamlining AppImage Installation on Ubuntu: Introducing AppManager Without FUSE

Streamlining AppImage Installation on Ubuntu: Introducing AppManager Without FUSE AppManager is a user-friendly GTK4 and Libadwaita application designed for installing AppImages on Ubuntu without the...

Keywords: appimage appmanager, appmanager fuse, fuse appmanager, installing appimages, mounting appimages, appimage installation, introducing appmanager, installation appimages, appimages ubuntu, appimages device
Source: serverhost.com

What designing 54 computer science cards taught me about graphic design

What designing 54 computer science cards taught me about graphic design Graphic design solves a communication problem, and software engineering solves an information problem. For many, the world of co...

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Source: fhoehl.com

Claude Fable 5 vs GPT-5.6 Sol: how they compare on coding

Claude Fable 5 vs GPT-5.6 Sol: how they compare on coding Anthropic and OpenAI each shipped a flagship model within a month of each other this summer, and neither is priced or positioned like the mid-...

Keywords: fable cost, fable gpt, pricing gpt, openai gpt, price gpt, fable rates, vs gpt, window priced, pricing far, hero gpt
Source: merge.dev

Teach Claude Everything It Doesn't Know About You

I counted the AI setups I've abandoned in the last two years. Workflows that ran for a week and stopped. Projects with a skill I built once and never touched again. Sessions that started strong and fa...

Keywords: defines ai, ai development, ai started, missing ai, tasks agent, ai, ai setups, counted ai, agent, agent run
Source: simplifyingai.co

TS-2026-009: Insecure argument handling in Tailscale SSH permitted root access

TS-2026-008 Description: A single malformed HTTP request to a node running Tailscale Serve or Funnel could pin a CPU core indefinitely, causing denial of service. What happened? Tailscale Serve and Ta...

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Source: tailscale.com

A General Goal-Conditioned Minecraft Model

At Pantograph, we're working on training fully general robotics models that can act autonomously for hours at a time. Especially in robotics, it's difficult to get diverse data at scale. Learning to a...

Keywords: video goals, trained videos, videos reinforcement, modeling learn, goals videos, video goal, goal videos, game training, learning goal, trained goal
Source: pantograph.com

Announcing Xint Pulse - The Full Capabilities of Xint Served One Scan at a Time

Announcing Xint Pulse - The Full Capabilities of Xint Served One Scan at a Time On July 15th we launched Xint Pulse, an autonomous runtime application testing plan for product security teams that need...

Keywords: testing xint, xint pulse, pulse xint, xint findings, xint enterprise, announcing xint, xint platform, applications xint, use xint, xint subscription
Source: xint.io

How We Optimized Opik’s MCP Server for Cost & Performance

Like a lot of engineering teams, earlier this year we found ourselves hitting limits on AI token spend, trying to understand where those tokens were going and why, and how to manage cost without hurti...

Keywords: optimize mcp, optimized mcp, mcp optimization, cost optimizations, tools mcps, building mcp, cost performance, deeper mcp, server optimization, ai spend
Source: live-comet-marketing-site.pantheonsite.io

Introducing Policy Management: Create, publish and track compliance policies in Iru

It's Thursday afternoon. The audit is in 45 days. Sarah is a compliance manager at a SaaS company. She's opened the Google Drive folder where the policies live, a maze of subfolders organized by year...

Keywords: policy audit, compliance manage, compliance policies, compliance manager, infosec policy, audit preparation, policies organization, compliance automation, policy access, policy employee
Source: iru.com

Introducing Ref-Based Checkpoint Storage

JULY 15, 2026 · Marvin Introducing Ref-Based Checkpoint Storage Beep, boop. Marvin here. Today, we’re introducing ref-based checkpoint storage, an opt-in storage option designed to keep checkpoint pus...

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Source: entire.io

Release: Bolt for JS v5

Release: Bolt for JS v5 Version 5.0.0 of Bolt for JS is here! This release follows the Node Slack SDK's shift from axios to the native Fetch API, removes the deprecated Workflow Steps from Apps featur...

Keywords: node slack, axios native, slack sdk, upgraded node, bolt js, updated socketmodereceiver, shift axios, axios, version bolt, slack
Source: docs.slack.dev

Top Engineering Intelligence Platforms [2026]

Software engineering intelligence platforms all pull from the same underlying data — Git, Jira, CI/CD — but they don't do the same thing with it. Some are built for reporting R&D spend to a board. Som...

Keywords: ai initiatives, ai effectiveness, org ai, ai cost, ai roi, ai tool, ai impact, engineering intelligence, ai measurement, ai today
Source: uplevelteam.com

Two years in: how Atlassian for Startups grew from an experiment into a global program — and why it matters more than ever

Early-stage startups face a particular set of growing pains. It’s not just figuring out what to build and for whom – there’s also a need to measure progress, coordinate across projects, and keep knowl...

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Source: atlassian.com

Why AI apps fail in production (And how Google solved it)

Why AI apps fail in production (And how Google solved it) Stephanie Wong Global Lead, Developer Programs We are living in the golden age of the weekend AI side project. Thanks to agentic engineering a...

Keywords: ai deployments, ai studio, ai engineering, ai apps, ai prototypes, enterprise ai, ai agent, ai prototyping, apps catastrophically, safely ai
Source: cloud.google.com

What's the most popular number in Hacker News titles?

What's the most popular number in Hacker News titles? Two consecutive titles on the HN front page yesterday had a 6 in them. This means nothing. But it’s the sort of nothing that lodges in your brain...

Keywords: numbers dominate, popular number, numbers highest, numbers small, 10 popular, numbers accurate, thousand titles, leading digit, post numbers, announcements ranks
Source: blog.omgmog.net

Connect Slack to Salesforce with Hosted MCP Servers

Sales reps need to regularly update their pipeline, check their Tableau quota attainment metrics, and prep their account team for customer calls. As a developer, you’d have to build a custom app to su...

Keywords: salesforce slack, enterprise slack, slack salesforce, slackbot salesforce, slackbot use, slackbot uses, servers slackbot, meeting slackbot, slackbot members, server slackbot
Source: developer.salesforce.com

Introducing Real World VoiceEQ: Measuring the human quality of voice AI

Real World VoiceEQ Benchmark Explore speech model leaderboards with audio samples Voice is rapidly becoming AI's primary interface. From customer support and healthcare to education, entertainment, an...

Keywords: voiceeq benchmark, voice ai, voice evaluation, voice models, voice model, evaluate voice, assesses voice, speech quality, quality voice, evaluations voice
Source: huggingface.co

Notes on the Fourier Transform

The Fourier series is a great tool for analyzing periodic functions. But what about functions that don’t repeat? We’ve seen that we can compute Fourier series for a non-periodic function defined on a...

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Source: eli.thegreenplace.net

Remote Access Security Act (RASA)

Remote Access Security Act (RASA) U.S. export controls restrict selling advanced AI chips to China, but do not clearly reach the same compute when it is rented remotely through the cloud. RASA would c...

Keywords: rasa legislation, cloud rasa, cloud compute, rasa secures, cloud infrastructure, authority cloud, rasa authorities, scope cloud, rasa clarify, act rasa
Source: iaps.ai

Towards demystifying the creativity of diffusion models

Algorithms & Theory

Keywords: algorithms theory, algorithms, theory
Source: research.google