Claude
Themed it the way your team already does — and saved what it learned.
The shared memory for teams of humans & AI.
Milestone is project management for people and their AI agents, built on a knowledge graph - every decision, document, and task becomes shared memory your team and its AI can recall, so no one starts from zero.
Free during the design partner program · no card required. We'll only use your email to contact you about early access.
Works with the tools your team already uses
Claude Code- Slack
- GitHub
- GitLab
How it works
Every session makes the next one smarter.
01 · Plan
Where the work happens.
Plan on boards, write docs, cut sprints, and run AI sessions in one fast desktop app - for your whole team, humans and agents alike.
02 · Capture
It captures the why.
As you and your agents work, Milestone surfaces the decisions and conventions behind the work as suggestions - the context you'd otherwise re-explain tomorrow, one approval from your team's memory.
WEB-1 · Add dark mode to the dashboard
3 team rules
Writeapp/theme/dark.css · 11 lines22ms
Captured2 new learnings captured
DismissApprove all 2
- ConventionWeb App
Give chart series their own dark-mode palette — the default colors wash out on the slate-900 surface.
- InsightWorkspace
Set color-scheme: dark on the theme root so native inputs and scrollbars follow the theme.
Message the agent…
Auto-allOpus 4.8 (1M context)High3%
03 · Remember
It lands in one graph.
Once approved, every decision and lesson is linked into a shared knowledge graph - your team's memory, citing where it came from. No wiki to babysit.
Just linked · cited from PR #312, #design
04 · Compound
Sessions start caught up.
Milestone loads the graph before each session begins, so your agent already knows the project. The model didn't change - the memory did.
WEB-1 · Add dark mode to the dashboard
3 team rules
Pick up the dark-mode task on the Core Team board.
Team Knowledgeget_context · loaded for: Add dark mode to the dashboard340ms
Team memory3 more rules recalled
- Convention · Don't hardcode hex — route every color through the design tokenPR #312
- Convention · Dark surface is slate-900; the accent stays our brand indigo#design
- Pattern · Theme by editing tokens, never per-component stylesWorkspace
Claude
Got it — I'll theme it the way the team already does: tokens over hex, a slate-900 surface, the brand-indigo accent from #design.
Message the agent…
Auto-allOpus 4.8 (1M context)High3%
The difference
Storing notes is easy. Knowing which ones were right is the hard part.
Any tool can hold what your team typed. Milestone's knowledge graph keeps the decisions you approved - linked to the work behind them, weighted by what actually shipped - and feeds that record into your agents at the start of every session. So they build on what worked, instead of guessing.
Surfaced, then approved
New decisions, conventions, and gotchas surface as suggestions - a teammate approves each one before it enters the graph. Nothing lands silently.
Connected, with receipts
Every node links to the work that produced it, so you can trace any decision back to the task, doc, and session behind it.
Weighted by what worked
Your agent recalls the approach that actually shipped - pulled into its context at the start of a session, not a search box your team forgets to open.
A chat window guesses. Your graph has the receipts.
The context layer
Manage your team’s AI context like you manage code.
Nothing enters your team's memory until someone approves it. Milestone turns the corrections your team makes all day - in sessions and in Slack - into rules you approve once, and every session follows.
Capture
Your team keeps telling their agents the same thing.
In sessions and in Slack, the same corrections come up again and again. Milestone notices the pattern and turns it into one rule you approve once.
Context inbox
Milestone noticed a pattern Recommended
use workspaces, not orgs
#productSame correction, 3× this week.
Approve as a team ruleDismiss
Distribute
Live everywhere, instantly
use pnpm, not npm
acme/web acme/api acme/mobile
+5 more · no deploy, no re-explaining
Approve once. It's live in every session - no deploy, no re-explaining.
Govern
Scoped to where it applies
acme · workspace
billing · projectrule applies
checkout · board
Scope each rule by workspace, project, or board - so it stays where it belongs.
Audit
A receipt for every session
session · acme/web loaded · 19 rules
use workspaces, not orgs#product
use pnpm, not npm#eng
no dates on sales calls#sales
+16 moreEvery session shows exactly what was injected, and where each rule came from.
Connect
One memory, every tool
Claude Code GitHub Slack GitLabOne approved memory across Claude Code, Slack, GitHub, and your repos - reachable by any agent over MCP.
Pricing
Free while we're in early access.
Milestone is in its design partner program - a small group of teams getting the full product, free, in exchange for shaping what we build next.
Design partner program
Free
while we’re in early access
Request early access
Free for the length of the design partner program. Paid plans start at $12/seat/mo when we open to everyone — see all plans.
- The full productEvery feature, no locked tiers or usage caps.
- A direct line to the foundersA shared channel, fast answers, real conversations.
- A hand in the roadmapWhat you need shapes what we build next.
- No card requiredFree for the length of the program.
FAQ
Questions & answers.
Everything you need to know about Milestone and how it works.
Design partner programYour AI should know your team.
Or see the FAQ
Your AI should know your team.
Not just your last prompt.
Join a small group of teams shaping Milestone. Free during the design partner program - with a direct line to the founders.
Free during the design partner program · no card required. We'll only use your email to contact you about early access.