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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 33 OF 320 team_recipe_tournament Async enhancement

Troubleshoot Code (aq33_troubleshoot_code)

Isolates the exact root cause and minimal failing reproducer from stack traces, logs, or regressions before any code patch is attempted.

Trace & Diff TriageMinimal ReproducerRoot-Cause Isolate
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Stack-trace parser, git-bisect & AST blame localizer

Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 33 - 36 Troubleshoot Code, Solve Bugs, Grid Search & Optimize

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Diagnostic hypothesis tester & minimal-reproducer author

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: team_recipe_tournament

Commit Invariant: Benchmarks candidate TeamRecipes against single-agent and fixed-team baselines net of optimizer cost.

Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq33_troubleshoot_code/enqueue
{
  "queue_category": "team_recipe_tournament",
  "priority": 80,
  "payload": { "stage": "33", "objective": "Troubleshoot Code" }
}
← Stage 32: Decompose into Flat Nodes View in Single-Page Master Blueprint Stage 34: Solve Bug & Guard →