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Productivity & Process - Page 5
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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The Pragmatic EngineerCognitive Surrender: The Hidden Risk of AI in Software Engineering
The real bottleneck in AI-augmented engineering isn't model capability; it's 'cognitive surrender.' As agents generate code faster, the risk of losing system…
NeuralNineLocal AI Just Got Real: 27B Model Rivals Big APIs for Half
A 27B open model now rivals frontier models on benchmarks, but its token waste and slow inference reveal the real tradeoff: ownership vs. speed in local AI.
AI EngineerKrea built infra to train K2 from scratch, prioritizing metrics, checkpointing, and
Krea built infra to train K2 from scratch, prioritizing metrics, checkpointing, and hybrid GPU scheduling.
AI EngineerCode review is dead. Long live intent verification and the AI slop
With 30% of changes merged without review and code churn up 861%, line-by-line review is dead. The future is reviewing intent and evidence, not diffs—but…
AI EngineerContext compaction is a trap when caching is cheap
Caching flips the economics of context management. Full history outperforms compaction on cost and accuracy. Teams that compact by default may be wasting money.
IBM TechnologyRAD from 1991 Is the Missing Workflow for AI Coding Agents
RAD's four-phase methodology is back in the age of AI coding. But the real lesson is spec-driven development: prototype fast, but govern production with a…
No Priors: AI, Machine Learning, Tech, & StartupsNuclear's Ford Moment: Why Hardware Execution Beats Design Perfection
Valor Atomics split atoms in under 3 years by prioritizing hardware iteration over design simulation. Is nuclear finally ready for a manufacturing revolution?
InfoQStartup engineering failure is often founder-driven, not technical.
Founders' quirks and hiring shortcuts silently kill startup engineering velocity. David Goldenman explains why trust and alignment matter more than process.
GOTO ConferencesApplication-driven infrastructure: Stop pre-building environments, start deploying on demand
Pre-provisioned infrastructure creates idle costs and deployment queues. Application-driven infrastructure provisions environments on demand, reducing waste…
Theo - t3․ggGrok 4.6 catches the frontier but loses what made it special
Grok 4.6 matches frontier models on intelligence but loses the speed-and-cost edge that made 4.5 uniquely useful. Cost-per-task rises 30% as token efficiency…
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