Arc Notes Weekly #108: What’s Worth Building
Cheaper intelligence, faster interfaces, and the judgment needed to turn agent work into useful software.


Newsletter by Mahdi Yusuf
Weekly notes on software architecture and building products.
2 posts in the last 90 days · newest 4 Oct
Cheaper intelligence, faster interfaces, and the judgment needed to turn agent work into useful software.

Cloudflare’s 100TB RAM saving, faster Postgres analytics, and keeping humans in the loop as agents take on more work.

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

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

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.

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.

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.

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.
