a aakura/notes
blog.aakura.cc · vol. 04 · may 2026

Notes from the wire.

Field reports on the systems I keep alive — Kubernetes that won't behave, observability that finally tells the truth, and the small rituals that turn 3 a.m. pages into something almost peaceful.

12 essays
1 series
opinions

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12 essays · newest first ↑
apr 28 · 2026 9 min

The cheapest observability stack I'd actually trust on call

Grafana, Loki, Prometheus, and a single VictoriaMetrics box. Three months of tuning, an honest cost sheet, and the dashboards I wish someone had handed me on day one.

aAkash
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apr 14 · 2026 6 min

Stop writing runbooks no one will read

Runbooks are how teams lie to themselves about preparedness. Here's the format that actually got opened during incidents — and the three sections I deleted from every template I had.

aAkash
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mar 30 · 2026 11 min

Terraform modules age like milk. Mine, anyway.

A long honest look at every shared module I've shipped over four years, what broke, what calcified, and the small ergonomic shifts I'd make if I started again tomorrow.

aAkash
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mar 12 · 2026 7 min

Postmortems are stories, not checklists

The strongest postmortems I've read all share a structure that has nothing to do with the templates we keep handing each other. Here's what they share — and a worked example.

aAkash
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feb 22 · 2026 5 min

A modest defense of bash

Yes, even now. Even with Go, even with Python, even with the LLM in your editor. Three places I keep reaching for shell, and the one rule I never break.

aAkash
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feb 04 · 2026 12 min

The migration that almost killed our quarter

A retrospective on a six-week database move that became a four-month one, and what I learned about scope, splash damage, and the very specific kind of optimism that makes engineers dangerous.

aAkash
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jan 18 · 2026 4 min

A small ritual for the on-call handoff

Five minutes, four questions, one rule. The simplest piece of process I've ever introduced and somehow the one I'm most quietly proud of.

aAkash
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— archive Show all notes 12 essays · 2024 → 2026