IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
155 articles
02 Sep 2026 · 4 min read
architecture
Daily English practice for tech professionals. Morning session covering the words engineers use to control traffic and protect systems under load — throttle, rate limit, saturate, gracefully degrade, spike — with pronunciation guide and real-world exercises.
Read more02 Sep 2026 · 5 min read
agentic coding
Coder's new Agent Relay lets Cursor's cloud agents execute inside a customer's own network, with SpaceXAI as launch partner. A look at what this self-hosted execution pattern actually solves, and what it doesn't.
Read more31 Aug 2026 · 5 min read
ai
Alibaba's Qwen3.8-Flash-Next, an early preview of Qwen4's architecture, scores 62.5 on SWE-bench Pro against Claude Opus 4.6 Max's 53.4 — while activating just 6B of its 180B parameters. Here's what the routing architecture actually buys you, and where the benchmark story gets more complicated.
Read more30 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
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 more27 Aug 2026 · 6 min read
agentic coding
SpaceXAI's Think Fast 2.0 merges speech recognition, reasoning, and synthesis into a single speech-to-speech model over one WebSocket. I built a customer-support voice agent against it and pulled out the production best practices that actually matter: timing, interruption, resumption, and security.
Read more26 Aug 2026 · 3 min read
architecture
Daily English practice for tech professionals. Morning session covering software architecture and scalability with pronunciation guide, exercises, and real-world examples.
Read more25 Aug 2026 · 5 min read
ai
Anthropic logged its 166th outage of 2026 this week, the sixth in August alone. If your product has an LLM call on the critical path, here's the resilience architecture that actually survives that.
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