AI Agents in Production — 24 recipes

For agents that survive real users: the loop, the failure modes, and the operational layer that keeps them from emailing 400 customers.

Build the 60-line agent loop yourself — own the mental model instead of inheriting a framework's
Tool schemas, parallel execution, idempotent side effects: the three places agents break in week two
Context budget, observation compression, retrieval gating — stop the 70-percent degradation
Cost, latency, traces, evals, kill switches: the operational layer most agent tutorials skip

15 USDT

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Buy — 15 USDT

Free first, then decide

3 free recipes from the companion LLM Ops Cookbook — same writing style.
LLM Ops Cookbook — the infrastructure half (pacing, contracts, cost, evals).
Free toolbox — 15 local tools, no signup.

About paying

This store takes USDT on BSC (BEP20) only — that is what keeps it account-free and instant. You need a wallet that can send BEP20 USDT (Trust Wallet, MetaMask, Binance, OKX). The order page shows the exact amount and a scannable address; paying that exact amount unlocks the download automatically.

The 24 recipes

1-6 The loop — anatomy, tool schemas, parallel calls, context budget, observation compression, state machines
7-15 Week two — retry vs replan, idempotent side effects, memory layers, retrieval gating, citations, input and output guardrails, prompt injection, human in the loop
16-24 Operations — cost per task, latency budget, traces, agent evals, regression from traces, multi-agent reality check, sandboxing, kill switch, postmortem

AI Agents in Production — 24 recipes

Free first, then decide

About paying

The 24 recipes

Background reading