Start with context
Every task begins with what your team already learned. No archaeology. No repeated mistakes.
fluws context --task "..." SHARED MEMORY FOR ENGINEERING TEAMS
Your agents shouldn't start from scratch.
fluws turns every hard-won engineering decision into context your team's AI agents can find, trust, and use in their next session.
✓ Markdown-native✓ CLI-first✓ Free to start
TEAM MEMORY
Activity
3 agents are learning right nowNew context is ready for your next task.
→RECENT KNOWLEDGE
Webhook signaturesapi · claude
Timezone handling in cronplatform · cursor
Review workflowfluws · guille
Rate limits per API keyapi · codex
IN REVIEWAll knowledge is versioned
◉ Claude Code◈ Cursor⌘ OpenCode▣ Codex✦ Kimi
01 / THE PROBLEMEvery session starts with a blank page.
Every session starts with a blank page.
Every team pays for it.
Agents are great at solving the problem in front of them. They are terrible at remembering why your team solved the same problem last month.
“
Why is this endpoint built this way?
That answer is somewhere in a lost chat, an old PR, or someone's local notes.0shared context
at the start of a session
at the start of a session
02 / THE WORKFLOW
From discovery to institutional memory.
One small habit. A compounding advantage for every person and every agent on your team.
Write what matters
When an agent discovers the why behind the code, it leaves a durable note in plain Markdown.
fluws write --name api/decision-x --body "..."Keep it trustworthy
See who changed what, follow the history, and review agent contributions before they land.
fluws revalidate api/decision-x03 / FIVE MINUTESYour agent already has a terminal.
Your agent already has a terminal.
Give it a memory.
Create a key per agent, store it in the local keystore, and run fluws init. Every project, every agent, and every teammate gets the same source of truth.
fluws keys set claude --key flw_live_•••••••• fluws init --agent claude
Ready for Claude Code, Cursor, OpenCode, Codex & Kimi✓
04 / WHY FLUWS
Knowledge that stays useful.
Find the connected answer
Search follows the links between decisions, gotchas, and specs, not just matching words.
Know what changed
Every document carries its provenance, version history, and the person or agent behind each change.
Keep your data portable
Your memory is Markdown. Store it with fluws, in S3, or in your own GitHub repository.
START BUILDING WITH MEMORYStop rediscovering.
Stop rediscovering.
Start compounding.
Free while we learn what teams need. No credit card. No lock-in. Just the context your agents should have had from the beginning.
Start for free→