{"repo":"boshu2/12-factor-agentops","free":true,"listed":false,"github":"https://github.com/boshu2/12-factor-agentops","clone":"git clone https://github.com/boshu2/12-factor-agentops.git","description":"Operational patterns for AI agents and infrastructure from solo to enterprise scale. Applies DevOps + SRE principles to the intersection: infrastructure FOR AI + AI FOR infrastructure. Alpha framework extracting meta-patterns from mission critical environments.","language":"Python","stars":32,"topics":["agentops","12-factor","ai-agents","context-engineering","devops","gitops","kubernetes","openshift","platform-engineering","production-operations"],"license":null,"category":"deployment-docker-iac","readme_excerpt":"12-Factor AgentOps The Principles Behind the Operational Layer for Coding Agents Doctrine that turns ad-hoc agent usage into bookkeeping, validation, primitives, and flows that compound. --- The Problem Every agent session starts from zero. Same context problems. Same mistakes repeated. Same rework. You get good results sometimes and bad results other times, with no idea why. There is no bookkeeping between sessions, no stable validation model, and no reliable way to turn completed work into better next work. The model isn't the problem. The operations are. Most people blame the model when they get bad results. The real problem is how they operate: overloaded context windows, no bookkeeping between sessions, no validation, no learning loops. Fix the operations and the same model performs dramatically better. The Solution: The Operational Layer Compounds AgentOps is the operational layer for coding agents. 12-Factor AgentOps is the doctrine behind it: the public rules that make bookkeeping, validation, primitives, and flows compound instead of resetting every session. Session 1: Your agent knows nothing about your codebase. It makes common mistakes. It ignores your conventions. It writes code that doesn't fit. Session 10: Your agent knows your patterns. It avoids documented pitfalls. It follows your conventions because they're in the context. Session 100: Your agent operates with durable bookkeeping. It knows what's been tried and failed. It knows why architectural decisions w","default_branch":null,"files":null,"tree":[],"storefront":"/r/boshu2","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/boshu2/12-factor-agentops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}