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AI Workflows - Page 6
How engineering teams turn AI tools into repeatable work. Curated tldw.news briefings about ai workflows, with practical engineering takeaways from long-form AI and developer-tool videos.
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Latent SpaceAI engineers are the whole team now, a leadership risk
AI engineers are told they are the team. A Moshi founder argues recommendation design, not model quality, decides whether AI tools get used.
Weights & BiasesHuman behavior simulation is close to usable, but check the 85% claim
Simulated users predicting behavior at 85% accuracy could change product testing, but the claim is vendor-generated and the ceiling is too convenient.
AI EngineerStop evaluating models. Start evaluating the risk around them.
1,368 AI failures later: deployment controls, not model quality, determine real-world harm. Failure-driven evals follow. No production proof yet.
AI EngineerTesting AI Agents: Plant the Defect, Then Find It
No benchmark for your AI agent? Air Canada generated 275 contracts with planted violations, cut expert grading from weekly to daily, and warns against LLM…
GOTO ConferencesAI Finds Vulnerabilities Faster Than Open Source Can Fix Them
AI can now find vulnerabilities at industrial scale, but fixes still depend on burned-out maintainers. Dependency hygiene just became a compliance and…
AI EngineerCheap models beat frontier models at writing like a human
Tone-Bench tests whether AI models can write like one specific human. Its most practical lesson: cheaper models with long prompts may beat frontier models on…
InfoQContext engineering is the real bottleneck for coding agents at scale
LinkedIn encoded tribal knowledge into MCP playbooks so coding agents actually work across 1,000 repos. 8,000 daily users, but the maintenance burden is real.
Cole MedinAI Boosts Output but Destroys Developer Focus. What Now?
AI tools turbocharge output but fragment developer attention. One builder's experiment with a 'software factory' to reclaim focus—and why the fix may not scale.
The Pragmatic EngineerThe CTO path now runs through shipping code, not managing process
Will Larson on why middle managers must reskill into technical work, and why line managers may be the better future CTOs.
IBM TechnologyAI finds the bugs; the patching gap still decides the damage.
Hacked supermarket fridges, AI ransomware and Bank of America's 1,000-contractor patch team share one problem: nobody owns the update loop.
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