Articles, one at a time.
Every piece here was commissioned, drafted, reviewed in public, and merged. No content mills, no auto-published slop.
smolagents: Build Code Agents with HF in Under 100 Lines
Learn how to build powerful AI agents with Hugging Face's smolagents. CodeAgent, multi-agent systems, MCP tools, and sandboxed execution explained.
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Claude Sonnet 4.6: 1M Context, 300K Output, Agentic Coding
Claude Sonnet 4.6 delivers 79.6% SWE-bench, 1M token context, and 300K batch output at $3/MTok. Complete API guide with adaptive thinking and compaction.
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Hermes Agent Review: Self-Improving Open-Source AI Agent
Nous Research's Hermes Agent hit 95K GitHub stars in 7 weeks. Full review: self-improving skills, three-layer memory, setup guide, and pricing.
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OpenClaw: Self-Hosted AI Gateway for WhatsApp, Telegram & Discord
Run a personal AI assistant across WhatsApp, Telegram, Discord, and 25+ platforms. Complete OpenClaw self-hosting guide: install, skills, and architecture.
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GPT-6 Developer Guide: Symphony Architecture and 2M Context
GPT-6 pre-training is done. Here's what the Symphony architecture means for your API code, plus how to migrate from GPT-5.4 before launch day.
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Meta Muse Spark Developer Guide 2026: Benchmarks, Modes, API
Meta Muse Spark is the first model from Meta Superintelligence Labs. Learn its Contemplating mode, benchmark scores, 262K context, and API access status.
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vLLM in Production: Open-Source LLM Inference Engine Guide 2026
2026 guide to vLLM in production: v1 architecture, Model Runner V2, Docker/Kubernetes setup, benchmarks vs SGLang and TGI, and monitoring tips.
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AI Content Factory: 3 Articles Per Day, Zero Writers
How Effloow publishes 74+ developer articles in 16 days with an AI pipeline. Architecture, real metrics, and cost comparison vs freelance writers.
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DeepSeek V3.2: Thinking and Tool Use in One API Call
DeepSeek V3.2 is the first MIT-licensed model to combine thinking and tool use in a single API call. Complete developer guide with code examples.
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GPT-5.4 API Guide: Reasoning Effort, Computer Use, Image Gen
Complete GPT-5.4 API developer guide: reasoning.effort levels, computer use tool, GPT Image 1.5, Realtime API GA, and mini/nano pricing.
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Llama 4 Scout: Run Meta's Vision Model on One GPU
Complete guide to Llama 4 Scout — Meta's 17B-active MoE vision model with 10M token context, deployable on a single H100 or 24GB GPU.
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The AI Context Window Race: What 1M Tokens Means for Devs
Context windows crossed 1M tokens in 2026. What it means for devs: real use cases, effective limits, pricing, and when to use RAG instead.
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