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AI Workflows - Page 19
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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AI EngineerAgent Teams Are the New Unit of Work; Governance Hasn't Caught Up
Google's Antigravity shows agent teams building an OS kernel for under $1,000. The real test is whether your org can supervise them.
AI EngineerEngineering becomes factory work: code less, tune agents
Warp's founder argues engineering becomes factory engineering: agents run the loop, humans staff the checkpoints. The blueprint is concrete; the proof is thin.
AI EngineerAI builders are moving from factory automation to orchestrated, human-led agent teams
Conductor's co-founder argues fast AI builders run orchestras, not factories: human review zones, centralized context, free-range agents. But it's a launch…
Theo - t3․ggModel wave proves pacing is working: AI is getting less dumb
The new model wave is not proof that frontier pacing failed. It is the strategy working: cheaper, more reliable models, not smarter ones.
David OndrejThe missing business context is the real agent adoption blocker
Teams that can't describe their own workflows will struggle with agents. The useful pattern: one document with evals.
AI EngineerAI agents win the speedrun, but fail at discovery
AI coding agents beat human researchers on an optimizer speedrun benchmark. But the bigger finding: zero novel discoveries. The gap between optimization and…
Y CombinatorLLMs as Robot Brains: Why Robotics R&D May Be Investing in the
Forget fine-tuning on robot data. The next generation of robot control may come from general-purpose LLMs writing code as policies, according to two startups…
AI ExplainedOpus 5.5: The speed of release hides a broken safety pipeline.
Opus 5.5 is fast and cheap, but the system card reveals broken safety commitments and an evaluation pipeline that can't keep up with model release cycles.
No Priors: AI, Machine Learning, Tech, & StartupsBuying incumbents to refound them as AI-first companies: is it real?
Sequence Holdings is buying incumbents in banking and insurance, then refounding them as AI-first operations. Early results from a community bank show 94%…
AI EngineerAI productivity needs organizational rewiring, not better models alone.
Two talks from AI Engineer Paris: history shows transformative tech takes decades to deliver productivity. Agent safety, sandbox isolation, and workflow…
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