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Full breakdowns of production AI systems with architecture, error handling, and deployment.

Token Cost Analysis

Real numbers on what AI systems cost to run, with optimization strategies.

Engineering Deep Dives

Technical walkthroughs of agent design, pipeline architecture, and infrastructure.

Early Access

First look at new AIOpsForge tools before public release.

From the archive

March 28, 2026 2 min read

Issue #3: Building a Client Onboarding Agent — Full Architecture

How we designed a multi-step onboarding agent with structured output, retry logic, and token-aware routing — from prompt to production.

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March 21, 2026 3 min read

Issue #2: Token Cost Breakdown: Running 11 AI Tools at Scale

Real cost data from running all 11 AIOpsForge tools in production — what we spend, where the tokens go, and how we optimize.

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March 14, 2026 4 min read

Issue #1: Why I'm Building AIOpsForge — The 11 Systems Thesis

The origin story behind AIOpsForge, why 11 systems is the right number, and the engineering philosophy driving every build.

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