…BioMysteryBench contained 76 such tasks. Sometimes Claude mirrored human strategies. Perhaps humans have landed on a near-optimal approach, or because the method is well-represented in pretraining data. Other times, Claude…
…Claude Code, and to some extent in OpenAI’s Codex tooling as well, although implementation details differ. Cursor already supports allowlists and denylists for commands, MCP tools, browser access, and agent execution…
…Learn more about building agents on Cloudflare through Agents SDK . Watch on Cloudflare TV Agents Week Agents AI AI Gateway Workers AI Developers Developer Platform LLM
…Prompt injection prevention Agent prompts are built at runtime by concatenating the agent-specific markdown file with a shared REVIEWER_SHARED.md file containing mandatory rules. The coordinator's input prompt is…
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…
Hi HN, Francesco from Cua here. I hacked this project together last weekend, inspired by the Codex Computer-Use release and lessons learned from deploying GUI-operating agents for our customers.The main problem: when a U…
I built a browser-only studio for designing and orchestrating MCP agent systems for development and experimental purposes. The whole stack — tool authoring, multi-agent orchestration, RAG, code execution — runs from a si…
…Stripe’s agents generate 1,300+ PRs per week . Ramp attributes 30% of merged PRs to agents . Spotify reports 650+ agent-generated PRs per month . Tools like Claude Code and Codex make…
…The agent awakens Introducing agent mode for GitHub Copilot in VS Code, announcing the general availability of Copilot Edits, and providing a first look at our SWE agent. Announcing 150M developers and…
…Benchmarking LLM Agents on Real-World Hardware Bug Repair Tasks (2026) ClawsBench: Evaluating Capability and Safety of LLM Productivity Agents in Simulated Workspaces (2026) Spec Kit Agents: Context-Grounded Agentic Workflows (2026…
…If someone sends you an email that contains a carefully crafted prompt injection, and your OpenClaw agent processes that email, the sandbox won't help. The agent isn't escaping containment, it…
…architecture underneath agentic inference: the frontend, router, and KV cache management. This follow-up focuses on correctness, user-experience equivalence, and performance. Agentic harnesses are still evolving quickly. Claude Code, Codex, and…
…I now think of it more as a context-aware terminal agent, which also happens to be great at coding. Claude Code excels at a lot of tasks for the same reason…
