Tag: AI
87
Why Data MCPs Need Vector Search
Vector Search Without the Vector Database, Part 1
2026-05-08
86The Handshake: initialize, Capabilities, and Version Negotiation
The 2025-11-25 initialize exchange, hand-rolled in Go against a real server. Later revisions dropped it from the protocol core.
2026-05-07
85JSON-RPC 2.0: What Every MCP Message Looks Like
Three message shapes, one error object, and a hundred and fifty lines of Go that every MCP transport is built on
2026-05-05
84MCP Is a Protocol, Not a REST API
The same tool built both ways: what discovery, schemas, and the callback direction actually cost
2026-05-03
83Drive an MCP Server With Four JSON Messages
The Go SDK never prints the protocol. This post does.
2026-05-01
82The Pre-Commit Review Gate
AI on a Leash: Mechanical Self-Review for Claude Code
2026-04-22
81The Two Failure Modes That Break Your AI Data Agent
A Case Study in Agent Psychology
2026-02-26
78AI on a Leash: Complete Go Project Configuration
AI on a Leash for Go
2026-02-09
77Ralph's Uncle
AI on a Leash
2026-02-06
76Go's Constraints and Idioms Make AI Coding Better
From Vibe Coding to Vibe Engineering
2026-02-04
75MCP Is Flawed. Build With It Anyway.
Context has always been the hard problem. MCP forces you to solve it.
2026-01-20
74AI Data Lake Access with MCP and S3
Building composable MCP servers for object storage
2026-01-19
73AI Data Warehouse Access with MCP and Trino
Building composable MCP servers for enterprise data
2026-01-17
71kubefwd in 2026: Interactive TUI and Auto-Reconnect
The complete guide to kubefwd's new features
2026-01-04
70AI-Assisted Kubernetes Development with kubefwd
Let your AI assistant manage cluster connections
2026-01-04