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Model Context Protocol

MCP is an open protocol that standardizes how applications provide context to LLMs.

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The Model Does Not Need Memory. The Situation Does.

Value of information absent from weights

The Model Does Not Need Memory. The Situation Does.

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11 min read
Wire your AI agent into Macrokit's MCP server — and find out which workflows you should have encoded

Wire your AI agent into Macrokit's MCP server — and find out which workflows you should have encoded

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3 min read
I lint-scanned 36 popular MCP servers. A third of them are failing your agent.

I lint-scanned 36 popular MCP servers. A third of them are failing your agent.

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Comments 28
5 min read
The gives AI coding agents real context about your project — here's how it works

The gives AI coding agents real context about your project — here's how it works

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2 min read
The week in review: agents got wallets, rails, marketplaces and escrow. They still don't have settlement.

The week in review: agents got wallets, rails, marketplaces and escrow. They still don't have settlement.

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4 min read
Running Claude Code at zero per-token cost: the Max-plan OAuth shim pattern

Running Claude Code at zero per-token cost: the Max-plan OAuth shim pattern

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3 min read
LiteLLM CVE-2026-42271: Patch, Rotate, and Harden the RCE

LiteLLM CVE-2026-42271: Patch, Rotate, and Harden the RCE

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10 min read
How to schedule social media from Claude or ChatGPT (no API key)

How to schedule social media from Claude or ChatGPT (no API key)

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2 min read
MCP vs. Agent Skills: A Decision Framework for Context Engineering

MCP vs. Agent Skills: A Decision Framework for Context Engineering

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7 min read
Introducing kazi-mcp: Labor Market Coordination for Kenya's 15 Million Informal Workers

Introducing kazi-mcp: Labor Market Coordination for Kenya's 15 Million Informal Workers

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2 min read
HALO v2.7: One Registry, 29 Tools, and a More Reliable MCP Architecture

HALO v2.7: One Registry, 29 Tools, and a More Reliable MCP Architecture

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2 min read
Why I built a SQL client when 10 already exist — then let AI agents into it

Transaction-level safety over regex guardrails

Why I built a SQL client when 10 already exist — then let AI agents into it

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4 min read
Accounting is losing its head — and that's a good thing

Accounting is losing its head — and that's a good thing

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3 min read
How I let AI agents pay for APIs per call (the HTTP 402 path)

How I let AI agents pay for APIs per call (the HTTP 402 path)

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4 min read
Why Your Agent's Search Results Look Right and Are Wrong: The Index Distribution Problem

Why Your Agent's Search Results Look Right and Are Wrong: The Index Distribution Problem

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9 min read
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