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Coding Agents - Page 12
Practical shifts in agentic coding, review, and delivery. Curated tldw.news briefings about coding agents, with practical engineering takeaways from long-form AI and developer-tool videos.
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AI EngineerNetflix’s AI agent playbook: Stop fixing performance manually, build a pattern catalog
Netflix engineers built AI agents that turn profiling data into performance fixes in minutes. The key is a reusable pattern catalog that shifts optimization…
Y CombinatorBuilding on LLMs: delete your system prompt, let the model run
Claude Code's creator reveals why you should delete your system prompts and give models harder tasks. The real skill is elicitation, not prompt engineering.
David OndrejCode is dead. Long live workflow design for AI agents.
AI agents are making code cheap. The real work is now designing workflows and information systems. Forston Ball explains why local dev is dying and how to…
Theo - t3․ggOpus 5: The first practical default model for AI-assisted coding
Opus 5 offers a compelling middle ground between capable and cheap coding. Real savings are 20-25%, not 50%. Teams should test it as a daily driver before…
Y CombinatorNo Code In 2 Quarters: Datadog's AI Pivot
Datadog says AI will end code writing in 2 quarters, after devs rebuilt 6-month systems in days, forcing reorg and tough questions.
Cole MedinKimi K3's Benchmark Hides a 36% Failure Rate in Real Workflows
Custom benchmarks show Kimi K3 fails on false premises and hidden invariants 36% of the time—4.5x more than Opus. The solution: a hybrid workflow that…
David OndrejCost per task, not token pricing, is the real AI benchmark.
An open-source model outperforms closed giants on front-end and legal tasks, revealing that cost per task—not token pricing—should drive AI budget strategy.
AI EngineerLights-Off Software Factories Fail: Why Code Maintainability Still Requires Humans
AI coding factories promise full automation but degrade codebases. Model training limits maintainability; upfront design keeps humans in the loop.
Cole MedinAgent Autonomy Without Sandboxing Is a Liability
Autonomous coding agents without isolation will eventually destroy something important. Here's how to stop it.
AI EngineerAgentic Code Demands Separate Security Validation
AI coding agents are growing security backlogs 108% QoQ. Snyk’s data shows the code-generating model can’t also validate it—and what to do next.
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