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Productivity & Process - Page 2
Process changes that affect focus, throughput, and quality. Curated tldw.news briefings about productivity & process, with practical engineering takeaways from long-form AI and developer-tool videos.
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AI EngineerCode Review Is the New Bottleneck: The Blast Radius Problem
Why a one-line change can break production across multiple repos. The review stage is the new bottleneck in AI-assisted development, and diff-only checks…
The Pragmatic EngineerWhy CS Education Must Burn Down and Let AI Change the Game
Google's readability program was the largest tech education effort. Now CS must shift from code to process. Plus: why 10x AI narratives miss the point.
GOTO ConferencesVelocity Through Rigor: The 30% Guardrail Rule for AI Teams
Good management practices scale to AI agents. Invest 30% of output in guardrails to avoid incident overload.
AI EngineerWhy Your AI Agents Need a Manager, Not Just Permissions
AI agents need HR-style governance: identity, sponsor, and machine-speed oversight. The talk from Gravitee offers a framework but no proof.
Theo - t3․ggInference costs are crashing — don't let bad math scare you off
Theo exposes the math behind the $132M token-spend scare: cache hit pricing and rapid cost declines make agentic coding far cheaper than headlines suggest.
Y CombinatorAI is turning designers into full-stack prototypers, and curation is the bottleneck
Shopify's design lead explains why AI turned his team into full-stack prototypers. The edge isn't output volume; it's curation and taste.
InfoQContext Is the New Code: Why Your Team Needs DevOps for Agent
Managing AI agent context as code: generate, test, distribute, observe. The operational implications for engineering leaders shift from coding to curation.
GOTO ConferencesNetflix's Synthetic Canaries: From Hand-Crafted Tests to Spec-Driven Confidence
Netflix's key-value team built synthetic canaries that generate traffic from gRPC specs, giving production-fidelity testing without mutating real data…
NeuralNineKimi K3.1 Pro: Open-Weight Sweet Spot, Not Opus Killer
Kimi K3.1 Pro impresses on benchmarks and simple tasks, but falls short of Opus 55 on complex coding. Best open-weight model for speed/cost balance, with…
AI EngineerThe bottleneck is not code. It never was.
Laurie Voss argues that writing code is now effectively free. The hard part—and the human job—is finding out what people actually need and writing down what…
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