…even the most scrutinized code. “As we enter a phase where cybersecurity is no longer bound by purely human capacity, the opportunity to use AI responsibly to improve security and reduce risk…
…The tools had scanned 54 million lines of actual software code that DARPA had injected with artificial flaws. The teams were capable enough to identify most of the artificial bugs, but their…
…These evals helped identify issues, guide improvements, and focus research-product collaborations. Combined with production monitoring, A/B tests, user research, and more, evals provide signals to continue improving Claude Code as…
…This new "skill" can delegate code performance profiling to AI agents for 2D Qt Quick applications. The hope is that with this newly-published skill, AI agents can handle profiling 2D Qt…
I often patch the system prompts on my Claude Code executable in order to make Claude more effective. Every time I upgrade, I ask Claude himself to dissect the new binary and look for problematic system prompts to modify…
I can't help but come to the conclusion that almost everyone's life has gotten worse as a result of AI.I'm a software engineer working for a huge company. We have access to AI tools, which is cool, and it saves me time i…
Hi HN,Ralphy is a tool that runs Claude Code in an autonomous loop overnight: you queue up tasks, and it works through each one to completion (plan → execute → validate → iterate → commit to a branch) unattended.I built …
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder.Why was claw-coder created? Answer: To solve the…
In recent weeks, we pointed Mythos and other security-focused LLMs at live code across critical parts of our infrastructure. We share what we observed, the models’ strengths and weaknesses, and what…
…Validation and patching aren’t What good is finding a hole if you can't fix it? Anthropic last week talked up Claude Code's improved ability to find software vulnerabilities and…
…Claude Code rebuilt years of shell tweaks in minutes Claude Code reorganized my shell configs, fixed PATH entries, and more Claude Code reorganized my shell configs, fixed broken PATH entries, and cleaned…
…The new Claude Opus 4.6 improves on its predecessor’s coding skills. It plans more carefully, sustains agentic tasks for longer, can operate more reliably in larger codebases, and has better…
…having AI write most of the code. The Jevons Paradox, said Palcuie, is "the favorite paradox in the AI industry. It's when technological improvements increase the efficiency of our resources used…
…Claude Code extra and max performance efforts Claude Opus 4.8 will use high effort by default, which Anthropic says spends similar tokens to Opus 4.7 on coding tasks with better…
