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Architecture Notes

Newsletter by Mahdi Yusuf

Weekly notes on software architecture and building products.

2 posts in the last 90 days · newest 4 Oct

Arc Notes Weekly #106: Arrowhead

This week, Amazon tightened review after a nearly six-hour retail outage and a 13-hour AWS incident tied to AI-written code, while Stripe's 11-task benchmark showed Claude Opus 4.5 hitting 92% on task

5 min read

Arc Notes Weekly #105: Enforce

This week, why LLM-generated code can pass tests yet fail on performance, how a GitHub issue title triggered a supply-chain breach on 4,000 machines, and why verification hasn't caught up with AI code

4 min read

Arc Notes Weekly #104: Telluride

This week, Bloom filters slash API latency 16×, MAKER cracks a million-step task with zero errors using agent voting, and incremental architecture shows why small shifts beat big-bang rewrites always.

3 min read

Arc Notes Weekly #103: Trio

This week, why pgvector might not cut it in production, how bloom filters fail at scale, and why LLMs can't replace hands-on learning. Plus, slashing cloud costs and Postgres as a lakehouse system.

4 min read

Arc Notes Weekly #102: Primetime

This week, saving $1.2M by leaving AWS for bare metal, why Postgres replaces Kafka more often than you think, and a cautionary startup infrastructure tale. Plus, AI debugging and SQLite concurrency.

3 min read

Arc Notes Weekly #101: Generator

This week, how AWS hits 1 petabyte per second on old HDDs, why a DNS bug killed Slack for 14 hours, and how to build a key-value database from scratch.

4 min read