codebase-memory-mcp Review: 99% Token Cut for Code Agents
codebase-memory-mcp indexes the Linux kernel in 3 min, answers in <1ms, 158 languages, 11 agents. Tree-sitter + Hybrid LSP knowledge graph. Pure C, MIT.
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
Written by humans. Optimized for AI discovery.
Recent Posts
agentsview Review: Local Analytics for 20+ Coding Agents
agentsview indexes Claude Code, Codex, Cursor & 20+ agents into local SQLite. Cost tracking, full-text search, 100x faster than ccusage. One Go binary.
Vibe-Trading Review: HKU's Open-Source Trading Agent
HKUDS Vibe-Trading turns plain English into backtests, alpha benches, and gated broker orders. 12.5K stars, 48 tools, 452 quant alphas, MIT-licensed.
LMCache Review: 3-10x Faster vLLM via KV Cache Reuse (2026)
Open-source KV cache layer that cuts TTFT 3.7-6.8x on long-context LLM serving. PyTorch ecosystem, NVIDIA Dynamo, IBM, Cohere production benchmarks, install.
Apple Container Review: A Native Docker Alternative for Mac
Apple/container hit 37K stars (10.5K this week) — a Swift-native Linux container runtime for Apple silicon. Real benchmarks, limitations, Docker comparison.
Quick AI Answers
Direct answers to the most-asked AI questions. Updated daily.
Genie One vs Snowflake CoCo vs Fabric Copilot: June 2026 Gemini 3.5 Flash vs GPT-5.5 vs Opus 4.8: Pick for Devs OpenAI Super App vs Antigravity 2.0 vs Claude Desktop Siri AI vs ChatGPT vs Gemini on iPhone (June 2026) Best AI Personal Agents June 2026: Top 5 Ranked Best AI Coding Tool After Claude Fable 5 Paywall (June 22, 2026) Best AI Image Generators June 2026: Midjourney vs Flux vs Imagen Best AI Laptops for Local LLMs June 2026: Top 5 Ranked How to Choose Claude Opus 4.8 Effort Level (June 2026) How to Migrate from GPT-4.5 Before June 27 2026 Retirement