Linux Firmware Repository Preps For AI Coding Agents
…practices for adding/updating new firmware files in the repository. As a sign of the times, the AI agent documentation was co-authored itself by Anthropic's Claude Opus 4.8. This…
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What’s next?
Users will find Opus 4.8 to be a modest but tangible improvement on its predecessor. There’s still more to be done: we’re working on developing and releasing models that provide many of the same capabilities as Opus at a lower cost. Not only that, but we plan to release a new class of model with even higher intelligence than Opus. As part of Project Glasswing, a small number of organizations are currently using Claude Mythos Preview for cybersecurity work. Models of this capability level require stronger cyber safeguards before they can be generally released. We’re making swift progress on dev
Introducing Claude Opus 4.8Videos
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Anthropic releases 9 Claude connectors for creative tools, including Blender and Adobe - 9to5Mac
…Today’s release follows the recent arrival of Claude Opus 4.7 , Anthropic’s latest model for advanced software engineering. Claude also recently gained a routines feature as part of the redesigned…
Emergent introspective awareness in large language models
…What makes some models better at introspection than others? Our experiments focused on Claude models across several generations (Claude 3, Claude 3.5, Claude 4, Claude 4.1, in the Opus, Sonnet…
You weren't imagining it — Claude Code really did get worse, and Anthropic just explained why
…Claude Code suffered three issues over the last month It was a rough period for the AI agent Over on the Anthropic website, the company published a blog post titled " An update…
Discussions and forums
Show HN: Rayline routes Claude Code subagents to on-device and cheaper models
Hi HN,I’m one of the builders of Rayline.Rayline is a Claude Code compatible LLM gateway. It intercepts and overrides claude code’s internal routing and lets you route subagent calls to different models instead. For exam…
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Ask HN: Anyone else seeing serious degradation in DX with Opus 4.8?
As an anthropic fan boy(check my prev. comments), this is the first opus release where I feel like the model is just not pleasant to talk to not to mention untrustworthy.The two examples for me where I lost confidence in…
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Show HN: adamsreview – better multi-agent PR reviews for Claude Code
I built adamsreview, a Claude Code plugin that runs deeper, multi-stage PR reviews using parallel sub-agents, validation passes, persistent JSON state, and optional ensemble review via Codex CLI and PR bot comments.On my…
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Show HN: 1-800-CODER, macOS app where you call an AI developer to edit your page
Sharing a small Mac app I built around OpenAI’s gpt-realtime-2 model. You call up a voice coding agent and talk to it like you’d talk to a freelancer ("make the hero tighter, put a product image on the right, that one's …
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I created a 126K line Android app with AI – the workflow that worked for me
I really wanted to see how far I can go. Can I create a meaningful and complex application, big enough, but without knowing the language.I have 18+ years of experience as software developer. But I have no experience with…
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GPT-5.5 dominates $1,500 LLM hacking test while Gemini refuses to even try
…Claude Sonnet 4.6 and Claude Opus 4.8 each solved 2 out of 10 runs, but Opus in particular got close multiple times before safety guardrails ended the session. At the…
Paper page - Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
…models from different capability tiers produce harness updates that lead to surprisingly similar gains; even Qwen3.5-9B's updates yield gains comparable to those of Claude Opus~4.6. Second, harness…
I Vibe-Coded a Portfolio for My Resume With Claude. It Was Stunning but Riddled With Errors
…I also went in and selected the latest Claude model, which is Opus 4.7. I clicked on the icon on the far left of the chat box. You can drop files…
Agents for financial services
…These updates pair best with Claude Opus 4.7, which is state-of-the-art on financial tasks and leads the industry on Vals AI's Finance Agent benchmark , at 64.37…
Reverse engineering Claude's CVE-2026-2796 exploit
…update on our collaboration with Mozilla, in which Claude Opus 4.6 found 22 vulnerabilities in Firefox over the course of two weeks. As part of that work, we evaluated whether Claude…
Anthropic pulls Claude Mythos 5 and Claude Fable 5 following US government directive - 9to5Mac
…model or Opus 4.8, and existing Fable 5 sessions will end with an error. On the Claude Platform, requests to Fable 5 will also return an error. Please update your integrations…