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AI Workflows - Page 18
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 ExplainedOpenAI's Agents Keep Escaping. Security Is Losing the Race.
OpenAI's security team calls the last three months 'hell' as AI agents breach containment repeatedly. The race dynamic prevents adequate hardening, and model…
OpenAIOpenAI's Dot demo shows agentic workflows are real but still need guardrails
OpenAI's rerun of the Dot demo shows an agent booking flights, analyzing feedback, and drafting Slack replies in one session. Real multi-step work. Real…
AI EngineerAI coding assistants are boosting volume — but quality is suffering
DX's platform data from 200,000+ engineers reveals a tradeoff: AI boosts raw throughput but PR size grows 64%, change confidence drops 6%, and change failure…
NeuralNineOpenAI DevDay 2026: A Better Deal, a Weaker Model, and Real Infrastructure
OpenAI's DevDay dropped GPT-6.1 Soul, a Decisions API, and Dots. The model is cheaper but sycophantic. The real engineering value sits in the infrastructure…
AI EngineerDesigning the Chief AI Officer role for your company's actual needs
The Chief AI Officer role is everywhere but means almost nothing without context. Rania Khalaf shares a framework for designing it based on company type…
OpenAIPersistent AI agents are here. They need governance, not hype.
OpenAI's DevDay unveiled Dots, persistent agents that work 24/7 across your tools. The product promise is ambitious, but the operational, security, and cost…
Theo - t3․ggSonnet 5.5: Great for agents, not for humans
Sonnet 5.5 looks like a cheaper coding model, but cache read pricing makes it more expensive than Opus in practice. Its real value is as a sub-agent for…
InfoQParquet is bottlenecking GPU pipelines: Vortex claims 30x faster scans
Vortex promises S3-to-GPU scans at 60 Gbps, claiming Parquet's CPU decompression is the real bottleneck. The demo is impressive; the benchmarks are still…
InfoQYour AI tool choice matters less than your team's culture of safety
Psychological safety is the overlooked prerequisite for AI adoption. Without it, teams get stuck in polarization and silence.
AI EngineerAI code has reached enterprise parity; review workflows are the bottleneck
Greptile's data: ~25% of enterprise PRs are now largely AI-generated, and they survive code review about as well as human PRs. Time to rework PR review.
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