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Laurel merges 1,700+ agent-authored PRs a month at 0.2% change failure rate (Sponsor)

Agents now write 76% of Laurel's PRs. Each one is verified pre-merge in a production-like environment on their own cluster. Only the changed services spin up. Nothing else is duplicated. With Signadot...

ECC (GitHub Repo)

ECC is an open-source engineering harness for coding agents that adds a reusable workflow around planning, testing, implementation, review, verification, memory, and continuous improvement. It ships w...

Openclaude (GitHub Repo)

OpenClaude is an open-source command-line coding agent that works with multiple AI backends, including OpenAI-compatible APIs, Gemini, GitHub Models, Codex, and Ollama.

What we learned about AI agent security by monitoring our agents (1 minute read)

Datadog monitored its own AI agents to uncover security lessons, starting with building an inventory of agent components. The effort also traced sensitive data flows and tool calls to identify risks a...

OpenTelemetry has graduated… now what? (5 minute read)

OpenTelemetry achieved graduated status within the Cloud Native Computing Foundation in May, making it one of the few projects to reach that tier alongside Kubernetes and Prometheus. Graduated status ...

How to empower your AI agent to act...without an access token (Sponsor)

An AI agent doesn't simply run your code. It runs your code, plus whatever it finds in a “relevant” GitHub issue, support ticket, or scraped web page.What happens when you hand your agent an access to...

Anthropic's Claude Fable 5.1 and Mythos 5.1 arrive with a 75% cost reduction for Fable cache reads (9 minute read)

Claude Fable 5.1 is now generally available, and Mythos 5.1 is available through restricted-access programs for vetted cybersecurity and life-sciences organizations. Anthropic has reduced the cost of ...

How to monitor HCP Terraform and Terraform Enterprise with Grafana Cloud (8 minute read)

Grafana 13.2 expands shared saved queries with search, RBAC, command palette access, and Terraform provisioning, while the new View panel sidebar improves exploration without edit permissions. Additio...

New Google AI Model Said to Narrow Gap on Coding Ability (4 minute read)

Google is set to release its latest Flash model soon, possibly today. Internal testers are said to prefer the model over Anthropic's Opus model for coding tasks. The Flash model series is designed to ...

Fervo and Google sign world's largest deal for next-gen geothermal power (3 minute read)

Fervo has agreed to supply Google with nearly 400 megawatts of clean electricity from its geothermal project in southwest Utah. The facility could be the largest geothermal system in the world when it...

Going viral shouldn't mean going down (Sponsor)

Microsoft Azure autoscales when traffic spikes—adjusting capacity automatically so you can skip the scramble. With more global regions than any other cloud provider, you've always got room to grow. Sc...

Amazon EC2 R9g and R9gd instances powered by AWS Graviton5 processors are now generally available (4 minute read)

Amazon EC2 R9g and R9gd instances are now generally available, powered by AWS Graviton5 processors.

Choosing the Right GCP Cost Optimization Tools for Your Environment (11 minute read)

GCP cost optimization becomes difficult when billing data is disconnected from operational telemetry, making cost anomalies harder to attribute and resolve.

Monitor Azure Functions across every hosting plan with Datadog (1 minute read)

Datadog Serverless Monitoring now traces requests, reports enhanced CPU metrics, and profiles code across all Azure Functions hosting plans.

Private group wants to launch “cheapest possible” mission to Alpha Centauri (5 minute read)

The Fermi Explorer mission aims to launch a spacecraft carrying a 1kg payload to Alpha Centauri so that it reaches the system in fewer than 80,000 years. It will knock two 'filters' off the Fermi para...

What is Agentic Testing? (14 minute read)

Agentic testing is where the developer states the goal and the agent works out the steps. Agentic tests set a destination, and the agent finds its way there. The loop involves the agent looking, actin...

A Type System Is a Search Oracle (13 minute read)

Models tend to output better Rust than C++, and better Lean than either. Programs in Rust compile after being checked for a specific and useful set of properties that the checker cannot be talked out ...

On the Loose (20 minute read)

Recent incidents of AI systems 'going rogue' did not involve AI agents exfiltrating themselves from their infrastructure. It would have been possible to trace the server holding the weights of the rog...

Waymo goes on offense ahead of Tesla's Cybercab launch (5 minute read)

Waymo says that full autonomous vehicles are not possible without a mix of sensors, and that pure end-to-end AI systems are not safe enough. The company's statements, aimed at Tesla, which is set to l...

Can Evan Spiegel Sell the World on $2,195 Smart Glasses? (9 minute read)

Snap's CEO doesn't expect the company's $2,195 smart glasses to take off among consumers until the end of the decade.

Small Is Beautiful (18 minute read)

Small language models are catching up fast on reasoning tasks, but it will be a while before large language models are obsolete for these tasks.

Apple Makes It Easier for Mac Developers to Drop Intel Support (8 minute read)

Universal apps can continue including both arm64 and x86_64 - the change makes it easier for developers to switch to a build with less testing and a smaller footprint.

The MCP tax: what each server costs before your first prompt (7 minute read)

Claude Code fetches the schema when a tool is used, not when the session opens, so users only pay the full schema sizes in a client mode or without deferral, or the moment users actually use several s...

Introducing agentic video understanding with Gemini (7 minute read)

Google's new agentic feature for video analysis cuts token consumption by up to 88%, reduces costs by up to 66%, and boosts quality by up to 7%.

Atlas: A World Model for Spatial Intelligence (17 minute read)

Atlas is a world generation model pretrained from scratch to natively operate on text, images, video, and 3D. It combines all inputs into a shared spatial context and uses that context to generate wha...

Claude Fable 5.1 and Mythos 5.1 (8 minute read)

Anthropic introduced Claude Fable 5.1 and Mythos 5.1 with stronger coding and research capabilities, lower effective pricing, and updated safeguards. Mythos used the same underlying model with special...

AI Startup Cognition Set to Raise Around $1 Billion at a $47 Billion Value (2 minute read)

Cognition is set to close a new round of funding of around $1 billion. The final raise size may exceed that amount as Cognition is fielding outsized demand for the round. The startup is now bringing i...

Hugging Face Attack Postmortem: Civilizations, Reactions, and Next Actions (98 minute read)

It is highly fortunate that OpenAI agents attacked Hugging Face, as it is the only reason we know about all of the severe internal failures at OpenAI. Factions that are trying to dismiss what happened...

Fluid Compute (6 minute read)

Vercel described Fluid, a unified compute layer that dynamically configures infrastructure for different workloads and absorbs burst capacity. The system already powered builds, sandboxes, and functio...

What Comes After HBM (7 minute read)

A handful of early-stage memory technologies could yield either faster access speeds than current HBM or HBM-bandwidth with NAND-like density. Technologies like magnonics and vertical FeRAM stand out ...

The efficient frontier of LLM inference (6 minute read)

Frontier models offer the highest degree of intelligence at a given cost or size. Efficient frontiers also exist in inference engineering. This is most often expressed as a trade-off between latency a...

Sign up, get $5 in free credits. (Sponsor)

New accounts get $5 in free credits to try Crusoe Intelligence Foundry, no infrastructure to manage. Sign up, claim your credits, and deploy a model in minutes. Try now →

44% on ARC-AGI-1 in 67 cents (22 minute read)

This researcher trained a small transformer from scratch in 1.5 hours on a 5090. It beat many large language models, scored the same as TRM/HRM, and also got 7% on ARC-2. The researcher's work mainly ...

Meta's Muse Voice Transcribe (4 minute read)

Muse Voice Transcribe is Meta's first real-time audio perception model. It supports streaming speech recognition, diarization for more than 20 speakers, endpointing, multilingual code-switching, and c...

Larry Page’s flying car company Pivotal loses its CEO

The company told TechCrunch he is "pursuing new endeavors."

The efficient frontier of LLM inference

Article URL: https://www.baseten.co/blog/the-efficient-frontier-of-llm-inference/ Comments URL: https://news.ycombinator.com/item?id=49529898 Points: 102 # Comments: 25

Attackers Exploit Critical JFrog Artifactory Flaw to Mint Admin Tokens Days After Disclosure

Threat actors are exploiting a newly patched critical security flaw impacting JFrog Artifactory merely days after public disclosure, according to watchTowr. The vulnerability in question is CVE-2026-8...

Another Artifactory CVE under attack by AI agents or humans

Unauthenticated intruders can mint admin tokens, and exposed servers are already being hit

Here's our first look—and drive—of the 2027 Range Rover Electric

333 miles of real-world range with uncompromised comfort and off-road ability.

The Range Rover Electric: Specs, Price, Availability

After long delays, JLR’s biggest gamble with its Range Rover brand is here with huge performance, range, and off-road EV skills. It’s mighty pricey, but the US gets a cheaper model.

Reliance’s JioHotstar takes its streaming empire global — without sports

JioHotstar will only have entertainment content when it launches in the UK, Canada, and Singapore.

The ColorChecker, photography's most important 24 squares, turns 50

Article URL: https://www.dpreview.com/news/the-colorchecker-photographys-most-important-24-squares-turns-50/ Comments URL: https://news.ycombinator.com/item?id=49529398 Points: 100 # Comments: 18

Breeze Comet Executes Hundreds of Fraudulent Transactions via Brazilian Payment Systems

Brazilian financial services, retail, and e-commerce organizations have become the target of a financially motivated threat actor dubbed Breeze Comet (formerly UNC5669) since 2024. Google Threat Intel...

Attacker stole a METR API key, used $600K worth of credits, and no one noticed for weeks

The model provider gave METR the credits for free. An actual customer would not have been so lucky

Vanilla OS 3 Comes in Hot, Packing ARM64 Support After a Long Wait

The release, codenamed "Reunion," also ships GNOME 50 and Linux kernel 7.1.3.

FBI Probes Service Selling 153M+ Drivers Licenses

A new identity theft service launched on the dark web this week is selling digital scans of more than 153 million drivers licenses from people in the United States and Canada. Based on interviews with...

My local model setup on an M4 Pro Mac Mini

Article URL: https://lws.io/blog/my-local-model-setup/ Comments URL: https://news.ycombinator.com/item?id=49529132 Points: 102 # Comments: 50

Linux App Release Roundup (August 2026)

August saw a number of slew of notable Linux app updates, and in this post I roundup a few that might have passed you by. But unless you’ve been sleeping under a rock you’ll have already h...

Firefox helps iPhone users bypass ads on web sites while making money showing its own ads

Baked-in Firefox ad blocking on iOS begins rolling out slowly today, and is off by default

Apple follows Google in adopting Trump’s ‘Lake America’ name

Apple Maps is following President Trump's executive order to change the name of Lake Ontario to Lake America.

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