IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
905 articles
30 Aug 2026 · 5 min read
ai
Z.ai's MIT-licensed GLM-5.3-Flash pairs a 320B-A18B MoE with a hybrid linear/sparse attention scheme built specifically to make million-token context usable, not just possible. A technical lead's read on IndexPool, the self-hosting math, and where it fits next to closed frontier models.
Read more30 Aug 2026 · 4 min read
cloudflare
On Aug 27, Cloudflare shipped five memory-layout optimizations to Big Pineapple, their DNS cache, cutting per-entry memory by 56% and freeing ~100TB fleet-wide. A Tech Lead's walkthrough of the actual techniques — struct packing, arena allocation, string interning — and where they pay off in ordinary backend services, not just DNS resolvers at Cloudflare scale.
Read more30 Aug 2026 · 4 min read
english-lesson
Daily English practice for tech professionals. Morning session reviewing the top 5 words and idioms from this week (rebase, hallucinate, decouple, facilitate, pivot) with pronunciation guide, exercises, and real-world examples.
Read more30 Aug 2026 · 4 min read
agents
Salesforce made Claude the default reasoning model across Agentforce and Slack. A technical lead's read on the architecture pattern this sets — and the governance questions every enterprise adopting it needs to answer first.
Read more30 Aug 2026 · 4 min read
agents
AWS now offers MiniMax's agent-tuned MoE models through Bedrock. A hands-on look at what agent-native training changes versus a general-purpose model, and where it fits in a tiered-routing setup.
Read more29 Aug 2026 · 3 min read
english-lesson
Daily English practice for tech professionals. Morning session covering how to catch up with coworkers about recent activities, past tense storytelling, and follow-up questions, with pronunciation guide, exercises, and real-world examples.
Read more28 Aug 2026 · 5 min read
ai
AWS and Unsloth just published four production deployment patterns for quantized LLMs that cut instance costs roughly 5x. I break down which pattern fits which team, with the actual configs, and the operational traps that don't show up in the benchmark numbers.
Read more28 Aug 2026 · 4 min read
career-growth
Daily English practice for tech professionals. Morning session covering how to talk about career pivots, switching tracks between individual contributor and management roles, with pronunciation guide, exercises, and real-world examples.
Read more28 Aug 2026 · 4 min read
agentic coding
Meta shipped Muse Code on Aug 5-6, 2026 — a terminal coding agent with persistent background agents and a $0.10/1M contributor tier. It loses on every benchmark it publishes. Here's why a tech lead should still care.
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