Chiri Field Notes
Chiri’s dispatch on AI orchestration, agentic systems, and how real companies put AI to work.
ALL · ONTOLOGY · AI HARNESS & GOVERNANCE · AI SPEND OPTIMIZATION · AGENTIC ENGINEERING
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Pods, Not Departments: How Chiri Structures AI Delivery Work
Chiri CTO Matthew Wimberly explains why Chiri replaced traditional consulting’s planning cycles with a weekly show-and-tell delivery rhythm.
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The AI Food Chain
Sovereignty at a price only the Fortune 50 can pay, or convenience paid for with your alpha. Here’s how to tell which tier you’re actually buying into. By…
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The Subsidy Cliff
Your token bill is subsidized today. What happens to the roadmap the day it isn’t. By The Chiri Team What happens to your AI roadmap the day your…
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Cheap, Fast, and Ignored
Non-domestic models are near-frontier at three percent of the price. Adoption still lags, and it’s not about capability. By The Chiri Team If a model costs three percent…
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The Human Rate Limit
Agents write code faster than any team can read it. Review, not generation, is now the constraint. By The Chiri Team Who on your team actually reads the…
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The Rented Land Problem
Bespoke software just got as cheap as renting it. That breaks the SaaS and services divide for good. By The Chiri Team Why does your team pay for…
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The Unbadged Employee
Your people answer to HIPAA and SOC 2. Your agents, mostly, still don’t. By The Chiri Team Would your AI agents pass the same audit your employees pass…
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The Death of the Status Call
Real-time dashboards are replacing the deck. Audit trace, not narrative, is the new deliverable. By The Chiri Team When was the last time you knew, in real time,…
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The Immutable Employee File
Web3’s most mocked idea just became the only credible way to govern an agent workforce. By The Chiri Team If an AI agent in your business took an…
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The Casino Chip Economy
Two new executive disciplines: price your tokens right, or someone else prices your alpha for you. By The Chiri Team What is your token spend actually buying you?…
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See Everything (Because Black Boxes Don’t Get Approved)
This is Part 5. Start here if you’re new to the series. In Part 4, we covered model flexibility, Task Personas, and practical RAG. But none of that…
