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AI Workflows - Page 9
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 EngineerAgentic payments are near zero because API keys are the real competition
Agentic payment protocols have near-zero real volume. The API key is the incumbent that beats them. Here is where the funnel actually breaks.
IBM TechnologyThe Memory Wall Is Why More GPU Compute Won't Speed Up LLMs
Compute grew 6,000x; memory bandwidth didn't. LLM decode is memory-bound, so bigger GPUs won't fix it. Batching and arithmetic intensity matter more.
AI EngineerAI's messiest test: insurance claims buried in faxes and 8GB PDFs
Insurance claims remain paper, fax, and 8GB PDFs. AI gets useful only after clean data, human review, and portfolio analysis. A vendor benchmark shows why.
AI EngineerYour Agent Can Lie While Monitoring Stays Green. Build Eval Gates.
Traditional monitoring misses agent failures that look successful. This workshop shows how golden datasets, human annotation, and CI eval gates catch them.
AI EngineerVerification, not code review, unlocks trusted agent scaling.
Agents need to prove 'done' with receipts, not promises. WorkOS workshop shows building deterministic CLIs and fuzzy judges to unlock trusted, high-volume…
AI EngineerStop shipping AI agents on vibes: evaluate what you can't predict
Replace 'looks good to me' with real evals. The video shows three layers of evaluation: code checks, LLM judges, and human oversight, then CI gating.
AI EngineerStop Trusting Chat; Engineer Your AI Financial Analyst
Chat-based AI can't be trusted with financial calculations. Monzo's engineers share a five-principle framework for building harnesses that deliver…
Sebastian RaschkaDistillation: A Cheaper Path to Reasoning Models for Small Teams
Distillation offers a cheaper alternative to RLVR for reasoning models. This tutorial shows how to train a small student model on DeepSeek R1 outputs…
AI EngineerYour AI Agent's Harness Matters More Than Its Model
The agent harness—the scaffolding around the LLM—may matter more than the model itself. This workshop demonstrates memory architectures, tool retrieval, and…
Latent SpaceOpenAI Shipped Everything. Your Team Still Needs Trust and Portability.
OpenAI shipped Dots, 6.1 Soul, and a decisions API. The panel of experienced builders says the models are impressive, but product execution is degrading. The…
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