1322 summarised stories about Developer Tools, each linking back to the original source. Browse all topics →
Simon Willison’s Weblog 2 months ago 25
GitHub has retired GitHub Models, ending its unified model playground and API service. The shutdown completed as part of a scheduled retirement brownout, and GitHub Models is no longer available for use in GitHub Actions. Users must switch to other LLM providers or direct APIs (for example, using an OpenAI API key with a spending limit) to keep their automation working.
Product Hunt 2 months ago 6 ● 2 sources
The page promotes an AI copilot for Android that lets people talk and have it act. It does not provide any date or price. Readers are pointed to a discussion link to learn more or engage with the claim.
Product Hunt 2 months ago 3
Murfy AI was launched as a set of AI agents for the full research writing workflow. It lists version 5.0 and is free to start. Users can write and review papers in context, fix LaTeX compile errors, verify references, and generate Beamer slides with real-time, multi-collaborator editing.
MarkTechPost 2 months ago 6
LLM observability and evaluation platforms have shifted from optional tooling to core infrastructure for teams running LLM apps in production. The LLM observability market is projected to grow from $1.97 billion in 2025 to $2.69 billion in 2026, reaching $9.26 billion by 2030. Instrumentation and quality control now revolve around OpenTelemetry GenAI semantic conventions (gen_ai.* spans) plus tracing, offline/online evaluations, and production monitoring that feeds real failures back into regression test datasets.
The New Stack 2 months ago 6
Developer organizations reported that AI coding tools make individual understanding and code changes easier but overall engineering velocity did not improve as spending rose. AI investment increased 28 times for most companies while DX reported DXI (Developer Experience Index) dropped by 2 points industrywide. The reported result is increased cost without shipping exponentially more, weaker change confidence and maintainability-to-release trust, larger pull requests, and a heavier need to measure AI impact and restructure processes to realize benefits.
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18 October 2026
The day’s biggest AI thread wasn’t model quality—it was accountability, in public. Anthropic announced it will commit 5% of its shares to a new Anthropic Public Benefit Fund, with the option to add 2% for every 50% increase in company value above a baseline, effectively steering more of its long-term upside toward mission-driven giving. It’s pairing that financial structure with operational one: METR, an outside AI watchdog, now gets “employee-like” access, including an embedded team at Anthropic’s office with access to hardware and internal systems for risk evaluation. It’s a rare instance where governance isn’t just a policy PDF; it looks like an audit workflow with teeth.
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