# Writing · Muneeb Hussain

> Essays on AI adoption, engineering leadership, and technical due diligence — from a Head of Engineering advising founders on the side.

**Author:** Muneeb Hussain · Fractional CTO & AI Advisor
**Last updated:** 2026-05-26

## Posts

- [When Does a Seed/Series A Startup Actually Need a Fractional CTO?](https://themuneebh.com/blog/when-fractional-cto) (2026-05-24): Fractional vs full-time CTO vs neither — honest fit criteria for post-seed founders with 2–15 engineers who need senior judgment without a $200k+ hire. · [markdown](https://themuneebh.com/blog/when-fractional-cto/blog/when-fractional-cto.html.md)
- [Technical Due Diligence Checklist for Startup Investors (2026)](https://themuneebh.com/blog/tech-dd-checklist-2026) (2026-05-20): What to inspect in startup tech DD beyond generic templates: architecture, team depth, AI claims, and security — with signals that actually kill deals in 2026. · [markdown](https://themuneebh.com/blog/tech-dd-checklist-2026/blog/tech-dd-checklist-2026.html.md)
- [The Four-Pillar Framework for AI Adoption (Without Setting Money on Fire)](https://themuneebh.com/blog/four-pillar-ai-adoption) (2026-05-15): A practical framework for seed–Series A teams: model selection, workflow integration, guardrails, and cost discipline — from a Head of Engineering running production AI today. · [markdown](https://themuneebh.com/blog/four-pillar-ai-adoption/blog/four-pillar-ai-adoption.html.md)

## Links

- HTML index: [https://themuneebh.com/blog](https://themuneebh.com/blog)
- Homepage: [https://themuneebh.com/](https://themuneebh.com/)
- LLM index: [/llms.txt](https://themuneebh.com/llms.txt)

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Machine-readable: [`/blog.html.md`](https://themuneebh.com/blog.html.md).