Production Notes on Enterprise AI Agents

Principal Engineer at StackGen, building enterprise AI agent platforms in Go.

I write about the engineering decisions, production bugs, and hard-won lessons from building an AI agent runtime and Aiden — StackGen’s multi-tenant agent orchestration platform for enterprise SRE and platform teams.

Featured by CNCF: You Can’t Debug What You Can’t See — Observability for AI Agents

Start here

Pick a path — don’t start from a 40-post wall:

Path Best for
SRE on-call starter pack Triage, RCA, observability — 5 posts
Go agent runtime starter pack Runtime definition, Go vs Python, platform split — 5 posts
Full series (searchable) Month-folded archive + search

Or read these four in order:

  1. What Is an AI Agent Runtime? — plain definition of the production agent loop
  2. Go vs Python for AI Agents — why we chose Go for a production agent runtime
  3. What Are SRE AI Agents? — triage vs RCA vs remediation without demo theater
  4. AI Incident Triage for SREs — What Actually Helps On-Call — what actually helps on-call (on StackGen)

Pocket checklists

Shareable operator checklists (no proprietary schemas):

Topic hubs

Aiden — Enterprise Agent Platform

What Is an AI Agent Runtime? — plain definition of the production agent loop.

AI Agent Runtime vs Platform — Why We Split Them — the engineering trade-off behind turning a single-user CLI agent into a multi-tenant enterprise platform.

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