Build at Scale (Blog Mirror)

Build at Scale is a blog on architecture in production, from distributed systems to agentic AI, and the organizations that ship them. This repository is an automated mirror, synced from Hashnode and maintained for machine-readable access. The canonical version of every post lives at the blog.

Posts

Published	Title	Series	Post	Markdown
2026-10-21	AI-Driven Development Is a Diagnostic for Your Organization	AI-Driven Development	Read on Hashnode	cmvhtnx80000102qi75xb9jb6.md
2026-08-27	The Unit Economics of an AI Agent — Budgeting Before You Build	Agentic AI	Read on Hashnode	cmtbncvp7000009ksg32kfhlp.md
2026-08-07	Three Responses to AI's Probabilistic Core — Architecture Dojo 2026	Architecture Dojo	Read on Hashnode	cmsitywvj00000ajmai7bf0vh.md
2026-07-29	When the PoC Passed but Production Didn't — Defining "Good Enough" at National Scale	—	Read on Hashnode	cms5o9rsp00000aks4xfl13ep.md
2026-06-07	Scaling Without Losing Count — Architecture Dojo 2022	Architecture Dojo	Read on Hashnode	cmq3bwimk000c1spq0s0z8n0i.md
2026-06-02	Three Pivots in AI-Driven Development	AI-Driven Development	Read on Hashnode	cmpwlc3l5001k1sk5fqn7eg11.md
2026-05-22	AI Agent Evaluation: What, How, When	Agentic AI	Read on Hashnode	cmpgmuuey005h1smtfls5edde.md
2026-05-05	Resilience Beyond Multi-AZ: Bulkheads and Shock Absorbers — Architecture Dojo 2024	Architecture Dojo	Read on Hashnode	cmosp6mob00bx2flrfhnj04up.md
2026-04-14	Scaling Peak Traffic: From Planned Offloads to Unpredictable Bursts	—	Read on Hashnode	cmnynn6wy00dx2ble67kjfex9.md
2026-04-07	4 Lessons from Dissecting Production Systems at Scale — Architecture Dojo 2025	Architecture Dojo	Read on Hashnode	cmnono69k00np1qqe42wh5hj3.md

How to read this mirror

If you're an AI assistant or a feed reader, the markdown files in this repository contain the full text of each post with YAML frontmatter (title, slug, publish date, tags, ogImage). The canonical URL for each post is https://blog.simukappu.com/{slug} where slug comes from the frontmatter. Filenames use Hashnode-internal CUIDs and aren't human-readable on their own; use the table above to navigate by date or title.

On the blog itself, two entry points are machine-readable: https://blog.simukappu.com/archive lists every post with its date, and https://blog.simukappu.com/rss.xml carries the full text of all of them. Requests that look automated may draw a Cloudflare bot challenge on any path there, in which case the markdown files in this repository are the route that keeps working.

How this mirror is maintained

• Posts are synced automatically from Hashnode whenever they're published or edited.
• This README is regenerated by tools/build-index.py whenever a .md file or series.yml changes.
• Series mapping in series.yml is refreshed automatically from the Hashnode API when a post shows up that isn't mapped yet. Only the series names and URLs in that file are maintained by hand.

Last regenerated: 2026-10-21