Programmer.ie: Modern AI programming
A site about AI programming
Menu
Home
Learn
Solutions
Prompts
Articles
Search
About
Reliability
Build a Production AI Agent From First Principles: The Complete Reference Architecture
Advanced Agents From First Principles 24: How Do You Release Agent Behavior Safely? Add Behavioral Contracts, Compatibility Checks and Promotion Gates
Advanced Agents From First Principles 23: Your Infrastructure Is Healthy. Why Is the Agent Getting Worse? Detect Behavioral Drift and Roll Back Safely
Advanced Agents From First Principles 22: What Happens When One Dependency Starts Failing? Add Circuit Breakers, Bulkheads and Graceful Degradation
Advanced Agents From First Principles 20: Can Your Agent Coordinate Across Machines Without Duplicating Work? Use Leases, Idempotency and Fencing
Advanced Agents From First Principles 25: Can You Reproduce an Agent Run Months Later? Add Deterministic Replay and Provenance
Advanced Agents From First Principles 33: Which Shared Components Actually Unlock More Capability? Build a Capability Dependency Graph
Advanced Agents From First Principles 34: Where Should This Task Actually Run? Build Capability-Aware Placement Across Models, Providers and Resource Pools
Advanced Agents From First Principles 38: A Plan Is Not a Commitment — Model Goals, Commitments and Executable Work
Advanced Agents From First Principles 40: Your Agent Changed the World. What Happens When Step Two Fails? Build Transactions, Compensation and Reconciliation