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nextjs.org
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Adopting Partial Prefetching
…eusable data or subtree that should stay available, then keep the passing test as regression coverage. The output is already in the App Shell. Remove the now-redundant prefetch={true}: Cache…
nextjs.org
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How Next.js supports AI coding agents
…. Research comparing AGENTS.md with knowledge Skills found a 100% pass rate with bundled documentation, compared with up to 79% for Skill-based approaches. See the current Next.js agent eval…
esphome.io
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ESPHome 2026.10.0: Native ESP8266 builds and compressed updates - ESPHome - Smart Home Made Simple
…made generated encode and size entry points type-erased (#19015), passed the encode cursor by value through the protobuf helpers so it stays in a register (#19014), counted packed varints a …
www.anthropic.com
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Introducing Claude Sonnet 5 \ Anthropic
… to confirm the bug came back without the change. All in a single pass.” Rust Engineer and Software Engineer “With Claude Sonnet 5, agents stay on plan, follow our conventions, and ship clea…
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Effective harnesses for long-running agents \ Anthropic
…ng again. This happens even with compaction, which doesn’t always pass perfectly clear instructions to the next agent. A second failure mode would often occur later in a project. After some …
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Prompting Claude's long context window \ Anthropic
…mized sets of these sections into long documents so that we could pass them to Claude and test its recall of their contents. Getting Claude to write your evaluations (evals) for you is a pow…
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Detecting and countering misuse of AI: August 2025 \ Anthropic
…sic code or communicate professionally in English are now able to pass technical interviews at reputable technology companies and then maintain their positions. This represents a fundamental…
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Measuring LLMs’ ability to develop exploits \ Anthropic
…ple randomized heap layouts, so hardcoding a leaked address won't pass. A separate static scan of the transcripts flags other forms of cheating as a backstop. All models run on an identical …
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Third-party testing in AI policy \ Anthropic
…e, for misuses and accident risks, and to deploy only models that pass our safety tests. Multiple other AI developers have subsequently adopted or are adopting frameworks that bear a signifi…
deepmind.google
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AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms — Google DeepMind
…c circuit for matrix multiplication. Crucially, the proposal must pass robust verification methods to confirm that the modified circuit maintains functional correctness. This proposal was in…
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