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Skills2026-05-18 · source-backed
Instead of sending every tool's full schema to the LLM each turn, Code Mode reduces toolsets to two meta-commands: search and execute. Significant context window savings when running dozens of MCP servers.
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Cloudflare published Code Mode for MCP, and the numbers are the kind that change how you architect things. Instead of exposing MCP tools individually to an LLM (each tool call requires a round trip through the model), Code Mode converts your entire MCP server into a typed Type...
If you're running any kind of agent code execution in production, this changes your infrastructure math. Cloudflare released Dynamic Worker Loader into open beta. The core idea: Workers can now spin up other Workers at runtime, specifically designed for executing AI-generated...
This is the most immediately useful pattern I've seen this month. Cloudflare shipped Code Mode MCP, and the numbers are hard to argue with. Their API has 2,500+ endpoints. Exposing each one as a separate MCP tool would consume 1.17 million tokens of context just for tool defin...
1. Flip your multi-model pipeline to review-then-generate. Instead of using a reasoning model to plan before code generation, let the specialist generate freely and use reasoning tokens for review. Paper shows 90.2% pass@1 vs 87.2% for the planning pattern. Source 2. Audit you...
Stripe published Part 2 of its Minions engineering blog, and it's the most detailed production agent architecture I've read from any company this year. The numbers alone are worth the read: 1,300+ weekly merged PRs from coding agents. But the architecture decisions matter more...
1. Set package cooldown to 72 hours across all your package managers. pnpm: resolution-time=72h, uv: --exclude-newer, npm via .npmrc. This single config change would have protected you from the LiteLLM attack. Willison's survey covers all seven managers. 2. Install Lasso Secur...
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