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Why Does Your Coding Agent Keep Forgetting Things?
AI | Dev.to | Nov 4, 2026
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I scored 12 AI models on whether they admit they don't know. My own token limit nearly broke the test.
AI | Dev.to | Nov 4, 2026
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Comparing Batch and Real-Time LLM Inference Economics
AI | Dev.to | Nov 4, 2026
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Why KV-Cache Memory Tricks — Not New Math — Drove This Week's Biggest Inference Wins
AI | Dev.to | Nov 4, 2026
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The KV Cache From Scratch
AI | Dev.to | Nov 4, 2026
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Weight-Space Programming: how GPT-6 Astra edited Qwen's weights and took MATH-500 from 7.9% to 48.1%
AI | Dev.to | Nov 4, 2026
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How a GPT-5.4 harness scored above GPT-6 Astra and Claude Code on ExtractBench
AI | Dev.to | Nov 4, 2026
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Your Agent Logs What It Did. It Has No Record of What It Meant To Do.
AI | Dev.to | Nov 4, 2026
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SDD (Spec-Driven Development) vs. Vibe Coding: Engineering Robust Software with AI in 2026
AI | Dev.to | Nov 4, 2026
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The Gate Held, the Draft Leaked: A Three-Metric Evaluation of a Support Agent's Safety Layers
AI | Dev.to | Nov 4, 2026
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We're Building AI to Replace Ourselves. What's the Plan?
AI | Dev.to | Nov 4, 2026
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Claude's Watermark Now Covers Sonnet 4.6 and Opus 4.7. Sonnet's Temperature Can Drop It
AI | Dev.to | Nov 4, 2026
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Your AI's code is "almost right". Here are 7 ways it fools you, and the 30-second check for each
AI | Dev.to | Nov 4, 2026
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My AI pipeline marked four drafts "passed". The second check had never run.
AI | Dev.to | Nov 4, 2026
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I ran free Claude Code with Ollama on a mini PC and a Mac M3: what actually runs, why 4 of 5 tests failed, the real wait times, and when it is worth it.
AI | Dev.to | Nov 4, 2026
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Nano Banana 2.1: fourteen references, four that matter
AI | Dev.to | Nov 4, 2026
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Who owns the LLM? 28 AIOps products compared
AI | Dev.to | Nov 4, 2026
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What 586 Real Traces Taught Us About LLM Agent Determinism
AI | Dev.to | Nov 4, 2026
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Prompt Versioning and Release Gates for LLM Apps
AI | Dev.to | Nov 4, 2026
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I track how much each provider charges for the same open LLM: Llama 3.3 70B ranges from $0.155 to $0.78 per 1M tokens
AI | Dev.to | Nov 4, 2026