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AI Workflows - Page 31
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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Google for DevelopersStateful AI Media Pipelines Are the Real Story in Google’s GenMedia Workshop
Google’s GenMedia workshop shows stateful APIs chaining image, video, music, and speech—making AI a composable pipeline, but production readiness varies.
AI EngineerThe Real AI Coding Bottleneck Is Finding Your Unknown Unknowns
A new class of coding models forces a shift to collaborative exploration. Thariq Shihipar explains surfacing unknowns and rejecting false tradeoffs.
Theo - t3․ggWhy Overthinking AI Models Hurts Productivity (and How to Fix It)
A developer shows how orchestrating multiple AI models slashes month-long backlogs in hours, but the setup is complex and demands new engineering discipline.
AI EngineerAgent Reliability Needs a Meta Harness, Not Just Monitoring
Agent success hinges on the feedback loop you haven't built. This talk shows a meta harness where agents monitor, diagnose, and self-repair.
AI EngineerMCP App Stores Are the Distribution Shift Nobody’s Watching
MCP app stores on ChatGPT, Claude, and Cursor bring dynamic discovery and a new distribution channel. Early movers may benefit, but maturity is low.
Cole MedinWhy Full Autonomy Is the Wrong Goal for AI Coding
A five-level autonomy framework reveals Level 3—human-in-the-loop delegation—as the safest coding setup. The dark factory is technically possible but risky.
Theo - t3․ggLinux Is 10x Faster for AI Agents—Time to Ditch the MacBook
MacBooks throttle AI agent productivity. Linux boxes deliver 10x faster file ops and unshackle developers from overheating laptops.
AI EngineerAgents Now Write—Your Network and Governance Aren't Ready
Write-enabled AI agents now take actions in production, but cost and network latency are emerging as the top bottlenecks.
AWS DevelopersYour AI Coding Agent’s Skills Are the New npm Dependency
A layered front-end security demo shows how AI agent skills have become a new, un-reviewed attack surface—and why your existing dependency hygiene must evolve.
David OndrejWhy Smart Teams Will Treat AI Models Like a Corporate Hierarchy
Fable 5 is back: a power user’s playbook uses top models as CEOs and cheap open-source for execution, cutting costs. Model bans only hurt defenders.
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