… For example, Claude Code is an excellent harness that we use widely across tasks. We’ve also shown that task-specific agent harnesses excel in narrow domains. Managed Agents can accommodate any of these, matching Claude’s intelligence over time. …
… When /context flags the bloat, /compact summarizes the conversation to keep it as context and clears the rest. — /agents When one Claude isn’t enough When working with Claude, there is always a moment when I instruct a multi-step prompt, and I’m stuck waiting for one task to finish before starting … …
… Similarly, pay attention to instructions or code within the skill that instruct Claude to connect to potentially untrusted external network sources. The future of Skills Agent Skills are supported today across Claude.ai , Claude Code, the Claude Agent SDK, and the Claude Developer Platform. …
… A built-in orchestration harness decides when to call tools, how to manage context, and how to recover from errors." MORE CONTEXT Microsoft locks out VeraCrypt and WireGuard devs, blames verification process AWS: Agents shouldn't be secret, so we built a registry for them 'Several dozen' high-value… …
You know that feeling when no one reads the documentation you wrote? I bet we've all experienced that moment when, after spending a lot of time crafting a README file, you realize nobody gives a fuck.But how do you know …
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…
… When we evaluated Claude Opus 4.6 on BrowseComp in a multi-agent configuration, we found nine examples of this kind of contamination across 1,266 BrowseComp problems. …
… Be cautious about committing it to version control — make sure .env is listed in your .gitignore." MORE CONTEXT Yes, you can build an AI agent - here's how, using LangFlow AI agent hype cools as enterprises struggle to get into production Anthropic CEO bloviates for 20,000+ words in thinly veiled p… …
… One way the coding agent tries to defend against unwanted behavior is through deny rules that disallow specific commands. For example, to prevent Claude from using curl via ~/.claude/settings.json , you'd add something like { "deny": "Bash curl: " } . …
… Currently agents can be guided using context files such as agents.md, skill.md or claude.md for Anthropic's Claude Code , but Wilson argues for "something dynamic, something that earns trust over time rather than relying on static instructions." The code for cq , which is written in Python and is a… …
… If your server rack is starting to feel like a burden instead of a playground, it might be time to invite an AI agent into your home lab. Of course, Claude is an AI agent after all, and it can still make mistakes. …
… MORE CONTEXT Microsoft Azure CTO set Claude on his 1986 Apple II code, says it found vulns Microsoft taps Claude to make Copilot Cowork a better agent Moody humans should let AI handle bad public feedback first, study finds AI vs AI: Agent hacked McKinsey's chatbot and gained full read-write access… …
