Agentic Development
Updated April 7, 2026 7:29 p.m.
Agentic Development
FossilRepo is built for AI-assisted development at scale. Traditional Git forges impose rate limits that cripple agent workflows. FossilRepo eliminates these bottlenecks.
The Problem
AI coding agents make dozens of API calls per task. On GitHub: - 5,000 API calls/hour limit (agents burn through this in minutes) - 30 search requests/minute - Webhook delivery delays - Actions queue congestion
Multiple agents working in parallel hit rate limits within seconds.
The Solution
AI Agent (Claude Code, Cursor, etc.)
|
v
FossilRepo MCP Server / API <-- zero rate limits
|
v
Fossil repos (.fossil SQLite) <-- local disk, instant
|
v (scheduled, batched)
Git Mirror --> GitHub <-- rate-limit-aware sync
Agents work against FossilRepo locally with no limits. Changes sync to GitHub on a schedule. GitHub becomes a downstream mirror, not the bottleneck.
Connecting AI Tools
MCP Server (Recommended)
The MCP server gives AI tools native access to all FossilRepo capabilities.
pip install fossilrepo
fossilrepo-mcp
Claude Code config:
{
"mcpServers": {
"fossilrepo": {
"command": "fossilrepo-mcp"
}
}
}
17 tools available: browse code, read files, search, manage tickets, view timeline/diffs/blame, create tickets, run SQL queries.
JSON API
For tools without MCP support:
curl -H "Authorization: Bearer frp_abc123..." \
http://localhost:8000/projects/myproject/fossil/api/timeline
Batch API
Reduce round-trips by 25x:
POST /api/batch
{"requests": [
{"method": "GET", "path": "/api/timeline"},
{"method": "GET", "path": "/api/tickets", "params": {"status": "Open"}},
{"method": "GET", "path": "/api/wiki/Home"}
]}
The Agent Workflow
1. Discover Work
Browse open, unclaimed tickets:
GET /api/tickets/unclaimed
2. Claim a Ticket
Atomic claiming prevents two agents from working on the same thing:
POST /api/tickets/<uuid>/claim
{"agent_id": "claude-session-abc"}
Returns 200 if claimed, 409 if already taken by another agent.
3. Create an Isolated Workspace
Each agent gets its own Fossil branch and checkout directory:
POST /api/workspaces/create
{"name": "fix-auth-bug", "agent_id": "claude-session-abc"}
No interference with other agents or the main branch.
4. Do the Work
Read code, understand context, make changes, commit. All via MCP tools or API:
POST /api/workspaces/fix-auth-bug/commit
{"message": "Fix null check in auth middleware"}
5. Submit for Review
POST /api/reviews/create
{
"title": "Fix null pointer in auth module",
"description": "The auth check was failing when...",
"diff": "--- a/src/auth.py\n+++ b/src/auth.py\n...",
"workspace": "fix-auth-bug"
}
6. Review and Merge
Another agent (or human) reviews:
POST /api/reviews/<id>/approve
POST /api/reviews/<id>/merge
7. Release the Claim
POST /api/tickets/<uuid>/submit
{"summary": "Fixed by closing the null check gap"}
Real-Time Coordination
Server-Sent Events
Agents subscribe to a live event stream instead of polling:
GET /api/events
Events:
- checkin — new commits pushed
- claim — ticket claimed or released
- workspace — workspace created, merged, or abandoned
Multi-Agent Safety
FossilRepo prevents agent collisions through:
- Atomic ticket claiming — database-level locking via
select_for_update. Only one agent can claim a ticket. - Isolated workspaces — each agent works on its own Fossil branch in its own checkout directory. No merge conflicts during work.
- Code review gate — changes must be reviewed (by human or another agent) before merging to trunk.
- Branch protection — protected branches block non-admin pushes. CI status checks can be required.
- SSE events — agents know what others are doing in real-time, avoiding duplicate work.
Comparison with GitHub
| Feature | GitHub | FossilRepo |
|---|---|---|
| API rate limit | 5,000/hour | Unlimited |
| Search rate limit | 30/min | Unlimited |
| Agent workspace | Shared branch | Isolated checkout |
| Task claiming | None (race conditions) | Atomic (DB-locked) |
| Batch API | None | 25 calls/request |
| Real-time events | Webhooks (delayed) | SSE (instant) |
| Code review | Pull request (heavyweight) | Lightweight API |
| MCP support | No | 17 tools |
| CI status API | Rate-limited | Unlimited |
| Self-hosted | No | Yes |
| Cost | Per-seat | Free (MIT) |
Why Fossil for Agents?
Fossil's architecture is uniquely suited for agentic development:
- Single-file repos — each
.fossilfile is a complete SQLite database. No complex storage, no git pack files, no network dependencies. - Built-in everything — tickets, wiki, forum, technotes all in one file. Agents manage the full development lifecycle without switching tools.
- SQLite = instant reads — FossilReader opens the file directly. No API calls, no HTTP, no rate limits. Microsecond latency.
- Offline-first — works without internet. Sync to GitHub when ready, on your schedule.
- Clone = complete backup —
fossil clonegives you everything: code, tickets, wiki, forum. One file, one copy. - Branching without overhead — Fossil branches are lightweight metadata, not separate directory trees. Creating 50 agent workspaces costs nothing.