Federated Agentic Knowledge Architecture
Operations Console
20 autonomous agents · 4 repositories · 1 MCP router. No agent reads local disk — every artifact is fetched through Git via the central gateway.
Active Agents
18 / 20
2 paused · 0 errored
API Rate Limit Saved
94%
vs. direct GitHub calls
MCP Tool Calls / min
342
rolling 60s window
Token Efficiency
4.2×
cache + batch coalescing
Topology · Agents → Gateway → Git
Particles trace real lookup paths. Repo nodes never receive direct disk reads.
Connected
Querying
agent-01
agent-02
agent-03
agent-04
agent-05
agent-06
agent-07
agent-08
agent-09
agent-10
agent-11
agent-12
agent-13
agent-14
agent-15
agent-16
agent-17
agent-18
MCP Router
GitHub MCP
Gateway
STREAMING
tri-lens-pipeline
Scoring Engine
querying
▸ executing retry loop
siya-web
Frontend
querying
siiya-hub
Core Hub
querying
agent-command-center
Orchestrator
querying
Agent Activity Stream
TAILING
Loop Engineering Standards
Three loop classes — each owned by a different guild, executing on a different repo.
owned by · Backend Engineersexecutes on → tri-lens-pipelineScoring Engine Self-Healing
| ID | Scenario | Trigger | Resolution | Owner | Status |
|---|---|---|---|---|---|
| R-01 | DB transient fault | ECONNRESET / serialization_failure | Exponential backoff 5x, jitter 50–400ms | backend@core | stable |
| R-02 | Deadlock victim | Postgres 40P01 | Reorder write set, re-execute transaction | backend@core | active |
| R-03 | FK conflict | 23503 foreign_key_violation | Reload parent, replay with linearized window | backend@core | watch |
| R-04 | MCP partial response | github_get_file_contents 5xx | Retry with etag, fall through to tree walk | platform | stable |