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Developer Tooling - Page 7
Tools that change how teams build, review, and ship. Curated tldw.news briefings about developer tooling, with practical engineering takeaways from long-form AI and developer-tool videos.
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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…
David OndrejOpenCode breach: BYOK AI keys are the new attack surface
OpenCode's breach exposed the BYOK trap: stolen API keys fueled a distillation attack. AI keys now need production-grade governance.
AI EngineerOAuth won't work for autonomous AI agents. Here's what will.
OAuth was built for deterministic software, not agents that improvise. Runtime authorization per tool call, with intent context and budgets, is the emerging…
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.
Y CombinatorAI Safety: Hysteria Won't Help, Formal Verification Will
Formal verification powered by AI can make software unhackable. The real AI safety threat is misuse, not rogue intelligence. A YC Paper Club panel cuts…
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…
AI EngineerApollo Cuts Portfolio Builds to Minutes, But the Magic Is Human Integration
Apollo's credit arm uses AI agents to reduce portfolio assembly from days to minutes. The real takeaway: deep vendor integration, not model capability, is…
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