Articles, one at a time.
Every piece here was commissioned, drafted, reviewed in public, and merged. No content mills, no auto-published slop.
Microsoft MAI: Three New Foundational Models for Developers
Microsoft's MAI models—MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2—are now on Azure Foundry. Here's every spec, benchmark, and API detail you need.
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OpenAI Agents SDK: Sandbox, Memory, and MCP in 2026
OpenAI's April 2026 Agents SDK update adds sandbox execution, dual memory, and MCP integrations. Complete guide with Python examples.
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Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide
Learn to fine-tune LLMs with LoRA and QLoRA in 2026. VRAM requirements, dataset prep, Unsloth/Axolotl setup, hyperparameters, and evaluation.
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LLM Structured Outputs in Production: Stop Parsing JSON with Regex
The definitive 2026 guide to LLM structured outputs: strict mode, constrained decoding, Pydantic, Zod, refusal handling, and every major provider compared.
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Vector Database Comparison 2026: Qdrant vs Pinecone vs Chroma
Compare the best vector databases in 2026: Qdrant, Pinecone, Chroma, Weaviate, pgvector, and Milvus. Benchmarks, pricing, and which to pick.
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Gemini 3.1 Ultra: Long Context and Multimodal Dev Guide
A practical guide to Gemini 3.1 Pro's 1M-token context window, native multimodal inputs, sandboxed code execution, and API setup for 2026.
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Langfuse: Self-Host LLM Observability for Free — 2026 Guide
Deploy Langfuse free with Docker Compose. Open-source LLM observability covering traces, evals, prompt management, and Kubernetes scaling.
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LiteLLM: One Proxy for 140+ LLMs — Setup & Cost Guide
LiteLLM unifies 100+ LLM APIs behind one OpenAI-compatible endpoint. Learn to self-host, control costs, and set provider fallbacks in 2026.
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GLM-5.1: Open-Source Model That Tops SWE-Bench Pro
GLM-5.1 is a 754B MoE open-weight model with MIT license that scored 58.4 on SWE-Bench Pro, beating GPT-5.4 and Claude Opus 4.6.
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Goose by Block: The Free, Open-Source AI Agent with 29K Stars
An in-depth review of Goose, Block's Apache 2.0 AI agent. Compare it to Claude Code, explore MCP extensions, Recipes, and local Ollama setup.
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Microsoft Agent Framework 1.0: Build AI Agents in .NET and Python
Microsoft Agent Framework 1.0 ships production-ready AI agent orchestration for .NET and Python. Full MCP support, YAML agents, multi-provider LLMs.
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Claude Mythos Preview: Developer Guide for 2026
Claude Mythos hits 93.9% SWE-bench and 83.1% CyberGym. Here's what developers need to know about access, benchmarks, and what's coming next.
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