# Law Zava — AI Operating Model and Technical Leadership

> Writing on how serious companies organize for AI: decision latency, leadership interfaces, platform bottlenecks, cost discipline, and production failure boundaries. Full post content is available in the feeds and in /llms-full.txt.

## Canon (read in order)

- [Build the System the Model Cannot Break](https://lawzava.com/blog/2026-05-14-build-the-system-the-model-cannot-break/): The manifesto. Twelve tenets for AI-native organizations across strategy, architecture, economics, and governance.
- [Decision Latency as a P&L Variable](https://lawzava.com/blog/2026-06-10-decision-latency-p-and-l-variable/): Decision latency is measurable and should be treated as a direct cost driver.
- [The Throughput Engineer: Why Headcount Is a Lagging Metric](https://lawzava.com/blog/2026-03-30-throughput-engineer-headcount-lagging-metric/): The real throughput ceiling is how fast an organization can decide.
- [The CTO Communication Protocol](https://lawzava.com/blog/2026-05-12-cto-communication-protocol-ai-programs/): AI programs fail when each layer hears a different success definition.
- [Why Most AI Platform Teams Become the New Bottleneck](https://lawzava.com/blog/2026-05-14-why-ai-platform-teams-become-bottlenecks/): Platform teams fail when they centralize decisions instead of capabilities. The queue is the bug.
- [How Great CTOs Design AI Roadmaps That Survive Contact With Reality](https://lawzava.com/blog/2026-05-28-ai-roadmaps-survive-reality/): Sequence around dependency, verification, and rollback cost — not ambition.
- [Designing the AI Leadership Bench](https://lawzava.com/blog/2026-06-10-ai-leadership-bench-roles-interfaces/): Explicit leadership interfaces between product, platform, reliability, and governance.
- [Operating Cadence for AI Leadership Interfaces](https://lawzava.com/blog/2026-06-10-operating-cadence-ai-leadership-interfaces/): Interfaces describe who owns what; cadence turns them into compounding output.
- [The Post-Prototype AI Org](https://lawzava.com/blog/2026-06-10-post-prototype-ai-org/): Year-two AI failure is org-design mismatch, not model-quality mismatch.

## Operating instruments

- [Eval Suite Starter Kit](https://lawzava.com/docs/eval-starter-kit/): Write your first real AI eval suite, including the "what counts as good" forcing function.
- [Rollback Document Template](https://lawzava.com/docs/rollback-template/): A fillable rollback document for any AI feature — the four turn-off questions, answered in writing before launch.
- [Agent Reliability Contract](https://lawzava.com/docs/agent-reliability-contract/): A fillable one-pager turning the five reliability questions into a published artifact with named owners.

## Browse

- [Frameworks](https://lawzava.com/frameworks/): The named operating frameworks (decision latency, platform bottlenecks, throughput culture, and more) with their supporting essays.
- [Writing](https://lawzava.com/blog/): All field notes, 2016–2026, from infrastructure and security practice to the AI operating layer.
- [Topics — AI](https://lawzava.com/topics/ai/): All AI operating-model entries.
- [Topics — Leadership](https://lawzava.com/topics/leadership/): Engineering and executive leadership entries.
- [Topics — Reliability](https://lawzava.com/topics/reliability/): Reliability, failure boundaries, and incident practice.
- [About](https://lawzava.com/about/): Who this is written for and the recurring question behind it.
- [API and agent discovery](https://lawzava.com/docs/api/): Read-only discovery surface, feeds, and markdown content negotiation.

## Feeds and machine-readable content

- [JSON Feed (full content)](https://lawzava.com/blog/feed.json): Latest 100 posts with full content_html and content_text.
- [RSS (full content)](https://lawzava.com/blog/index.xml): Latest 100 posts with full content:encoded.
- [llms-full.txt](https://lawzava.com/llms-full.txt): The complete canon essays and operating instruments as plain markdown.

## Contact

- Email: law@lawzava.com
- LinkedIn: https://linkedin.com/in/lawzava
- GitHub: https://github.com/lawzava