Brifly — The memory layer for teams shipping with AI agents

2 min read Original article ↗

When CLAUDE.md & AGENTS.md stop scalingWhen your CLAUDE.md and AGENTS.md stop scaling

Your CLAUDE.md and AGENTS.md keep growing.
Claude Code| keeps ignoring them.

Stop stuffing rules into a markdown file. Brifly turns your team's conventions into a tool call your agent actually fetches.

Get started free · No credit card required

“Built by an engineer tired of re-explaining the same architecture to Claude Code every Monday.”

Record once → query forever → pipe into your coding agent

Pulled from r/ClaudeAI · Hacker News · 168 discussions

You're not the only one yelling at your AGENTS.md

Adding more rules doesn't fix compliance — it makes it worse. The same complaint, in 168 different ways.

How it works

Three steps from scattered engineering knowledge to shared memory your AI coding agents can use.

Capture context

Save product specs, architecture decisions, pull request notes, coding conventions, implementation details, and useful AI agent outputs.

  • Rich text, video, and audio walkthroughs
  • Auto-transcribed for search and reuse
  • Lightweight enough to capture as you work

Organize team memory

Turn scattered engineering knowledge into reusable shared memory for the whole team.

  • A tree of briefs across repositories
  • Semantic search across text and transcripts
  • One source of truth, not five tabs

Reuse it with AI coding agents

Give developers and AI coding agents the right project context when they need to understand, modify, or extend the codebase.

  • CLI and MCP server for Claude Code, Cursor, Codex
  • Pipe briefs straight into any agent prompt
  • Context follows the branch, not the chat tab

One CLI. Every surface.

Brifly runs wherever your team does.

The CLI is the engine. Every integration is just another consumer of it — that's why we ship new ones in days, not quarters.

Pipe Brifly into anything with a shell — agents, CI, cron, your own scripts.

Your team's context, finally compounds

Frequently asked questions

Everything you need to know about Brifly

Have a special request?

Custom integrations, enterprise needs, or anything else — drop us a note and we'll get back to you.

Stop re-explaining
your codebase.

Brifly remembers so your agent doesn't have to.

Get started free · No credit card required