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News
Workshop: Gate Retrieved Context With a Cheap Scoring Pass in 70 Minutes
1+ week, 4+ day ago (803+ words) The schedule is a teaching box, not a production SLA, and it assumes one laptop plus one HTTP scoring endpoint. If the endpoint is slow, freeze Exercise 2 after five scored chunks and continue with the logged samples. Do not expand…...
The Gate Rejected Nothing. So I Injected 40 Bugs to See If It Could.
2+ week, 3+ day ago (982+ words) An agent-patch gate that never rejects a patch is a hypothesis, not a control. You cannot measure what it catches until you give it something to catch. So I stopped trusting real patches and started manufacturing failures. The method that…...
Introducing Crypts and Commits
2+ week, 5+ day ago (1390+ words) The Audience I Didn't Know I Had — Part One There is a lot of conversation right now about one developer coordinating forty coding agents. I am not going to pretend I know whether that is good or bad. It is…...
Building a Multi-Agent AI Pipeline with Mastra and TypeScript
3+ week, 1+ day ago (965+ words) Building an AI feature is easy. Building a reliable multi-agent pipeline that coordinates four specialized AI agents, persists intermediate state, skips already-completed work on retries, and keeps the API responsive while the models think — that is the hard part. This…...
Define once, cite everywhere
3+ week, 3+ day ago (180+ words) Run this on any repo doing spec-driven development: Same rule, three specs, three wordings — and two meanings. 30 days from purchase is not 30 days from delivery. Nobody decided that fork. A coding agent paraphrased it into existence, and no human caught…...
Backtest SPX dealer-gamma rules from your AI assistant
3+ week, 3+ day ago (910+ words) gex.live has an MCP server. Add it to Claude, Cursor, ChatGPT or any MCP client and the assistant can read the dealer-positioning archive and drive the backtesting Lab on your behalf. The one-line version is the title. Here is…...