Building an Evidence-backed Web Research MCP
Moving from search results to reviewable conclusions requires source snapshots, claim links, conflict handling, and versioned artifacts—not just a browser tool.
- MCP
- Web Research
- Verifiable AI
TOPIC
#MCP
2 articles
Why I Built a Guarded Multi-Agent Development Pipeline
Splitting Codex, Claude Code, and DeepSeek into separate roles with an external state machine, isolated worktrees, and a deterministic approval gate—evidence over assertions.
- Multi-Agent
- Codex
- DeepSeek
- MCP
- Engineering Process