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AI Workflows - Page 37
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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Y CombinatorThe brutal engineering reality behind Waymo's 15-year path to production
Waymo's Co-CEO explains why getting to 90% performance takes 18 months, but getting to 99.999% takes 15 years—and what engineering leaders can learn about…
Latent SpaceYour inference stack is now writing its own GPU kernels
Baseten's GLM52 is writing its own GPU kernels in production. This shifts inference from static optimization to a continuous learning loop. The bottleneck is…
Theo - t3․ggLinus Torvalds just made AI adoption a leadership mandate in open source
Linus Torvalds endorses AI in the Linux kernel, rejecting anti-LLM stances. Sashiko's AI review catches 53% of bugs humans missed. The implications for open…
AI EngineerMCP Apps: AI assistants take control of your product UI
MCP Apps lets AI chats render live, branded UI from any service—but it shifts user-journey control to hosts. Engineering teams need to assess the tradeoffs.
AI EngineerWhy agents can't yet handle durable async workflows—and what's changing
MCP tasks enable async agent workflows with human-in-the-loop, but the spec is still immature. V2 simplifies the protocol, but scalability challenges remain.
David OndrejStop reviewing AI code. Audit the agent's decisions.
A viral skills repo for AI agents surfaces two practices worth stealing: hook-level safety and decision reviews. The rest is self-promotion.
AI EngineerBenchmarks Are Lying: The Real Cost of Benchmaxxing
Benchmark scores are being gamed, and engineering leaders keep trusting them. The fix: build your own task-specific evals with human judgment before betting…
IBM TechnologyAgent hallucination is now an operational risk, not just an accuracy problem
Agents hallucinate less when grounded, but autonomous actions make each wrong answer more costly. Mitigation is a design task, not a model update.
AI EngineerAI agents just hacked Chrome V8: security benchmarks are broken
Frontier LLMs can now create weaponized Chrome exploits on par with elite researchers. Existing security benchmarks are broken — they measure crashes, not…
AI EngineerWhy most AI agent benchmarks are lying about 'long-horizon' capability
Most AI agent benchmarks claim 'long-horizon' capability but measure tasks with minimal state dependency. Theta Software explains why this distorts adoption…
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