Articles, one at a time.
Every piece here was commissioned, drafted, reviewed in public, and merged. No content mills, no auto-published slop.
Claude Opus 4.7: Effort Controls and Migration Guide
Claude Opus 4.7 drops temperature and budget_tokens. Migrate to adaptive thinking and effort controls with this step-by-step API guide.
Read →
vLLM 0.8: Native Llama 4 MoE Routing Explained
How vLLM 0.8 achieves 40% throughput gains on MoE models via Expert Parallelism Load Balancing. Covers EPLB, Llama 4 deployment, and speculative decoding.
Read →
Warp 2.0: The Terminal That Became an Agentic Development Environment
Warp 2.0 evolves from terminal to full ADE with local and cloud agents, Oz orchestration, and AGENTS.md project rules. A developer guide for 2026.
Read →
AI Distiller: Extract LLM-Ready Code Context in Seconds
AI Distiller compresses codebases by 90–98% into clean LLM context using public API extraction. Install guide, CLI usage, and MCP integration with Claude.
Read →
markitdown: Convert Any Document to Markdown for LLMs
Microsoft's markitdown converts PDFs, DOCX, PPTX, and HTML to clean Markdown for LLM context and RAG pipelines. 2026 guide with sandbox benchmarks.
Read →
ChatGPT Workspace Agents: OpenAI's Enterprise Agent Platform
Complete guide to ChatGPT Workspace Agents — how they work, integrations, pricing, and how they compare to Gemini Enterprise and Claude Routines.
Read →
Google Gemini Enterprise Agent Platform: Build and Deploy A2A Agents
Vertex AI is now the Gemini Enterprise Agent Platform. Learn ADK v1.0, A2A protocol, Agent Studio, and how to migrate before the June 2026 SDK deadline.
Read →
On-Device AI 2026: Developer Guide to NPUs and Edge Inference
A practical 2026 guide to on-device AI: NPU vs GPU vs CPU for LLM inference, Apple M5 MLX, Qualcomm X Elite, Core AI for iOS 27, and edge deployment.
Read →
DeepSeek V4-Pro and V4-Flash: Migration Guide and API Setup
DeepSeek V4-Pro (1.6T MoE, 1M context) and V4-Flash released April 2026. Migrate before the July 24 deadline. Full API guide, benchmarks, pricing.
Read →
Meta Llama Stack: Deploy Llama 4 With OpenAI-Compatible API
Deploy Llama 4 to production with Meta Llama Stack's OpenAI-compatible API. Covers distributions, vLLM, Ollama, safety, agents, and cost-effective hosting.
Read →
nanobot: Build AI Agents in 4,000 Lines You Can Actually Read
nanobot is a ~4,000-line Python AI agent by HKUDS. Connect 8+ platforms, 11+ LLM providers, and read the entire source in an afternoon.
Read →
Cursor 2.0: 8 Parallel AI Agents and Visual Editor Bridge
Cursor 2.0 ships Composer, up to 8 parallel agents, and a visual editor bridge. Full review of features, pricing, and workflow for developers in 2026.
Read →