Symbiont — self-sustaining AI orchestrator
Go to file
Symbiont 9034536775 Add web.py: Dendrite integration for web perception
Provides fetch_page, take_screenshot, execute_js, search_web,
and BrowserSession for multi-step interactions. Uses localhost
for speed since Dendrite runs on the same box.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-19 20:14:16 +00:00
symbiont Add web.py: Dendrite integration for web perception 2026-03-19 20:14:16 +00:00
.gitignore Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
heartbeat.jsonl Add web.py: Dendrite integration for web perception 2026-03-19 20:14:16 +00:00
ledger.jsonl Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
README.md Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
requirements.txt Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
symbiont-api.service Fix StartLimit directives in service file (move to [Unit]) 2026-03-19 19:42:25 +00:00
symbiont-heartbeat.service Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
symbiont-heartbeat.timer Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
test_router.py Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00

Symbiont

A self-sustaining AI orchestrator that manages its own compute costs through intelligent LLM routing.

Architecture

  • Router: Classifies tasks and dispatches to the cheapest capable model
  • Dispatcher: Executes tasks via Claude Code CLI (Pro account) with fallback tiers
  • Ledger: Tracks every inference call, cost, and associated revenue
  • Scheduler: Handles rate-limit backoff and self-waking timers

Model Tiers

Tier Model Use Case
1 Haiku Classification, extraction, simple formatting
2 Sonnet Content writing, code gen, analysis
3 Opus Strategic decisions, complex reasoning, QA

Setup

  1. Authenticate Claude Code CLI: claude login
  2. Install dependencies: pip install -r requirements.txt
  3. Run: python3 -m symbiont.main