Articles, one at a time.
Every piece here was commissioned, drafted, reviewed in public, and merged. No content mills, no auto-published slop.
GitHub Copilot Agent Mode in JetBrains IDEs: 2026 Guide
Complete guide to GitHub Copilot agent mode in JetBrains IDEs in 2026: inline agents, CLI agent, worktree isolation, MCP support, and Claude Opus 4.7.
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OpenAI Realtime Audio API: Voice Agents Guide 2026
GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper explained with API patterns, pricing, and production tips for voice agent developers.
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AWS Kiro: Spec-Driven IDE for Agentic Development
What AWS Kiro's specs, hooks, and Powers actually do — with current credit pricing, real hook trigger names, and when to skip it.
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Google AI Studio Antigravity: Full-Stack Apps in One Prompt
Google's Antigravity agent builds full-stack apps from a prompt, provisioning Firestore and Auth. The published free-tier quotas and limits, sourced.
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SpecKV: Adaptive Speculative Decoding with Dynamic Gamma
SpecKV (arXiv:2605.02888) shows fixed γ=4 costs 56% throughput. Adaptive gamma, KV cache compression effects, and vLLM production tuning guide.
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E2B Sandbox: Secure Code Execution for AI Agents
Add secure sandboxed code execution to AI agents with E2B. Firecracker microVM isolation, Python/JS SDKs, MCP support, and source-checked limits.
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RAGFlow: Self-Host a Deep-Document RAG Engine
Step-by-step guide to self-hosting RAGFlow v0.25 with Docker Compose — deep document understanding, chunking strategies, MCP server, and the Python SDK.
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Xiaomi MiMo-V2.5-Pro: Open-Source 1T Coding Agent Guide 2026
MiMo-V2.5-Pro: MIT-licensed 1T-param MoE coding model. Which benchmark scores are independently listed, real OpenRouter cost math, and self-hosting limits.
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Token Optimization for Production LLMs: Cut Costs Effectively
Four research-backed token optimization techniques for production LLMs: semantic caching, prompt compression, context pruning, and speculative decoding.
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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.
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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.
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Kimi Code K2.6: Moonshot AI's Coding Model vs Claude Code
Kimi Code K2.6 review: 58.6% SWE-Bench Pro, 300-agent swarms, $0.60/M input. How it compares to Claude Code in real-world coding tasks.
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