§ Writing
Notes from the infrastructure.
Platform engineering for the AI era, FinOps, and the kind of infrastructure decisions you can't undo.
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2026-04-19
AI infraPlatform engineering for the AI era — the shift from 1:10 to 1:1000
Why the platform team's job description is changing, how token economics replaces RPS dashboards, and the five capabilities every infra org needs to build before the end of 2026.
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2026-04-12
FinOpsHow I've saved $10M+ in AWS spend — a playbook
The five levers that drive eight-figure AWS savings, ranked by ROI, with the non-obvious failure modes that eat most FinOps programmes alive.
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2026-04-05
MigrationsTwo epic migrations, one decade of scars — hardware → AWS → EKS
Field notes from the two hardest migrations I've led: bare-metal to AWS, then EC2 to Amazon EKS. What I'd do the same. What I'd never do again.
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2026 · Hiring · Medium ↗
How we hire for infrastructure at Manychat — first call to offer in 10 days
The hiring process as an engineering system: pipeline, SLAs, and no ghosting. Published on Manychat Engineering.