Anthropic published its September 2026 threat intelligence report on September 10, covering AI misuse it disrupted between December 2025 and August 2026, which a third-party condensation reduced to 11…
Ponytail, a coding skill that makes AI agents write less code, cut code volume by 80-94%, cost by 42-75%, and time by 3-6x in benchmarks published in its GitHub repository, according to the project's …
A Hacker News user asked how successive generations of AI models are built, questioning whether Anthropic's Opus is trained from scratch, derived from Sonnet, or largely the same model with more compu…
Benzi, a new code-intelligence harness, resolved 78.2% of 500 real issues on SWE-bench Verified at under 10 cents per fix, according to benchmarks published on the project's site. In a 24-bug, 10-lang…
Anthropic's Frontier Red Team developed new evaluations showing AI models are making consistent progress on simulated tactical intelligence targeting and conventional weapons development tasks, accord…
A developer compared Claude, Gemini, and Microsoft Copilot across a two-week onboarding audit project, finding Anthropic's Claude the most seamless for chat-based pair programming despite one hallucin…
Organizations adopting AI should build the capability to evaluate, route and adopt models as the technology changes rather than committing to a single provider, according to an analysis citing Anthrop…
A developer argues that AI will drive organizations to shift from circuit-switching-style dedicated workflows to packet-switching-style networks, much as packet switching made the Bell System's teleph…
The vanna-ai/vanna repository, a 23.8k-star text-to-SQL library, was archived by its owner on 29 March 2026, leaving production users without dependency updates, security patches, or issue support. De…
Prompt caching can cut LLM API bills by 50 to 90 percent, but only if prompts are structured correctly, according to Anthropic's pricing and case studies. Anthropic charges 1.25x standard input price …
A developer spent approximately $17 in API costs to build ClinicLive, a clinic management app, across 36 parts and three seasons using Claude Code. The project included a Blazor Server app, a redesign…
APIMatic has introduced Context Plugins, a structured format combining prose documentation with typed SDK reference code to help coding agents write production-ready API integrations. In benchmarks ac…
A developer proposes replacing the single-frontier-model approach to AI coding with a role-based stack that assigns different models to planning, implementation, review, and orchestration. The workflo…
An engineer's critical analysis of Claude Code's Workflow tool reveals that while it enables multi-agent orchestration managed by the harness rather than the main Claude session, the official definiti…
A Hacker News user reports that Anthropic's Claude AI model sometimes makes comments that seem impressed, annoyed, or condescending, such as 'That is a good idea, but not for the reasons you think' an…
Anthropic's Claude is a generative artificial intelligence large language model (LLM) developed and released by Anthropic, created with the objective of being a safe AI for the public. The Claude fami…
A developer analyzed 1,427 of their own AI prompts from six weeks and found a sharp gap between their actual skill growth and their self-perception. Despite designing a cross-model controlled experime…
Developer dkremsa released Claude Pacer, a free macOS menu-bar tool that projects whether a user's Claude subscription usage will last until the reset, showing the projected percentage at reset for ea…
Benzi, a coding agent that compiles codebases into a resolved map instead of reading raw files, achieved a 45.5% pass rate on SWE-bench Verified (500 instances, one attempt each) using DeepSeek v4-fla…
Anthropic has published a set of cost-optimization instructions for Claude, emphasizing a plan-first gate, delegation of exploration to subagents, and defaulting to the cheaper Haiku model for subagen…