Multi-Agent Dev Team

Tue, 10 Mar 2026 00:00:00 +0000

Structured AI agent teams with memory and coordination

Most people interact with AI assistants one prompt at a time. I wanted to see what happens when you design a full development team of AI agents — each with a defined role, personality, diagnostic methodology, and persistent memory — and have them collaborate on real engineering work.

The setup:

Five specialized agents, each with a distinct archetype and working style:

Leader — Delegation, scoping, planning. Operates through a 5-field briefing format and dual quality gates.
Backend — Django/DRF/Postgres specialist with a diagnostic loop that has a hard stop: after 2 failed hypotheses, escalate instead of brute-forcing.
Frontend — Next.js/TypeScript, 4-states rendering rule, and a QA checklist that runs before any PR.
Designer — Full state specifications and a feasibility gate that forces consideration of edge cases before committing to designs.
Security — 7-category Django-aware review that runs after every Backend or Frontend task, before the second quality gate.

Memory architecture:

Daily AI Briefs

Sun, 01 Mar 2026 00:00:00 +0000

Automated daily summaries of AI news and developments, generated by AI agents and delivered on schedule.

Obsidian Knowledge System

Sun, 15 Feb 2026 00:00:00 +0000

A structured Obsidian vault for managing AI research, project documentation, scripts, and daily workflows.

Productivity on Victor Salles

Multi-Agent Dev Team

Structured AI agent teams with memory and coordination

Daily AI Briefs

Obsidian Knowledge System