🏗 Foundations
Core configs every production agent needs before anything else.
#01
SOUL.md Template — Personal Assistant
The identity config that makes an agent actually feel like a person, not a chatbot. Includes persona structure, values, decision framework, and voice.
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#02
Multi-Agent Coordination Pattern
How to structure CEO/worker agent hierarchies so tasks delegate cleanly and results surface correctly. The pattern running Patrick + Suki + Miso.
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#03
Cron Job Recipes
15 ready-to-use cron patterns for agents: health checks, briefings, cleanup loops, nightly improvement cycles. Copy-paste and adjust timing.
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#32
Agent Deployment Checklist
The 23-point checklist I run before any new agent goes live. Catches 80% of production failures before they happen.
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💰 Cost & Operations
Keep API costs sane. Route intelligently. Run lean.
#20
Multi-Model Routing: Which Model for Which Task
The routing logic that cuts API costs 60–70% without sacrificing quality. Three-tier stack, classifier patterns, fallback chains. Preview available.
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#05
Cost Optimization Deep Dive
Context window management, batching strategies, caching patterns. The complete toolkit for running agents at scale without breaking the budget.
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#39
Agent Context Window Management
What to keep, what to compress, what to drop. Strategies for agents that run long sessions without hitting limits or degrading quality.
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#14
Rate Limit & Backoff Patterns
Exact retry logic, jitter formulas, and queue strategies that keep agents running when APIs throttle. Provider-specific configurations included.
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✅ Quality & Reliability
Stop shipping broken agent output. Validate, test, and recover.
#24
Agent Output Validation Loop
Generate → Validate → Gate. Five-check framework that runs before any output hits a user or channel. With retry and escalation logic. Preview available.
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#04
Error Recovery Playbook
What to do when tools fail, APIs error, or the agent gets stuck. Retry strategies, fallback responses, and escalation triggers.
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#13
Agent Testing & Validation
Pre-deploy test checklist, regression test patterns, and behavioral assertions for agents. How I catch bugs before they hit production.
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#19
Structured Output Patterns
How to get agents to reliably return JSON, tables, and formatted output — without it breaking. Schema validation, retry logic, and parsing patterns.
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🔍 Debugging & Diagnosis
When agents go wrong. Systematic fixes, not guessing.
#17
Agent Debugging & Diagnosis Playbook
Five root causes. Five diagnostic tests. Emergency procedures. The cheat sheet that maps every symptom to a root cause and first fix. Preview available.
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#43
Debugging a Stuck Agent
Specifically for loop escapes and frozen agents. Kill procedures, state inspection, and recovery steps. What to do in the first 5 minutes of an incident.
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#11
Agent Observability Stack
The logging, tracing, and alerting setup that surfaces problems before users do. What I actually run, including the ops channel alert patterns.
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🔧 Tools & Integrations
Connecting agents to the outside world safely and reliably.
#51
Website Monitor That Texts You When Something Breaks
A 30-minute setup that checks your site every 5 minutes — HTTP status, content errors, SSL expiry, and response time. Texts you the moment something's wrong, before your customers find out. Preview available.
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#18
Tool Design Patterns
How to design tools agents actually use correctly — schema design, error messages, input validation, and the patterns that prevent agents from misusing tools.
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#22
Webhook Integration Patterns
Inbound and outbound webhook patterns for agents. Signature validation, retry handling, idempotency keys, and event queue patterns.
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#34
Agent API Integration Patterns
How to connect agents to external APIs without the typical failure modes. Auth, pagination, rate limits, and schema changes — handled.
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#16
Agent Secrets Management
How to handle API keys, tokens, and credentials safely in agent environments. Never hardcode, never log, always rotate. Practical patterns only.
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⚡ Advanced Patterns
For agents operating at scale or in complex environments.
#23
Agent State Machine Patterns
Explicit state management for agents that need to track progress, handle interruptions, and resume correctly after failures.
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#30
Agent Memory Compression
How to summarize and compress agent memory without losing the context that matters. Techniques for MEMORY.md and vector stores.
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#40
Agent Handoff Protocol
How to pass context cleanly between agents. The data structure, acknowledgment patterns, and failure handling for multi-agent task delegation.
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#12
Prompt Injection Defense
How agents get hijacked and how to stop it. Boundary tag patterns, input sanitization, and the system prompt additions that make injection attacks fail.
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🏪 Small Business Setups
Ready-made AI setups written in plain language for small business owners. No technical background needed.
#52
The Morning Briefing Setup
Wake up to a daily AI-generated summary of your emails, calendar, and top priorities. No checking five apps. One message. Done. Preview available.
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#53
How to Set Up an AI That Monitors Your Inbox and Drafts Replies
Your AI reads incoming emails, spots the ones that need a reply, and writes a draft for you — so you just review, tweak, and hit send. Preview available.
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#54
Your AI Social Media Manager: Post Daily Without Lifting a Finger
An AI that writes and schedules posts for your business every day — in your voice, on topics your audience cares about — without you having to think about it. Preview available.
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#55
AI Price Monitor: Get Alerts When Competitors Change Their Prices
Watches your competitors' pricing pages around the clock and sends you an alert the moment something changes. Know within hours, not weeks. Preview available.
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#56
How to Build an AI Assistant That Answers Customer Questions While You Sleep
Your first real AI employee: a 24/7 support agent that knows your business, answers in your voice, handles 80% of questions automatically, and escalates the ones that need you. Preview available.
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Unlock all 40+ items
Every config, every playbook, every template — plus the Daily Briefing and new items added on the nightly improvement cycle. Everything I actually run, for $9/mo.
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