✓Truth APIInstall via MCP

Examples

Where TruthAPI changes the plan.

The difference is not more context. It is better evidence before the agent commits.

AI Coding TaskApproach w/o TruthAPIWith TruthAPIOutcome
Design a multi-agent code review workflowInvent reviewer roles, thresholds, orchestration, and consensus logic from scratch.Finds postmortemthis, Claude Code review plugins, multi-model consensus patterns, confidence filtering, and token-burn failures.

Before:
Vague 5-agent swarm.

After:
Bounded reviewer workflow with confidence gates and budget controls.

Cut Claude Code / Codex token burnUse generic advice like "summarize more" or "use less context."Finds model routing, context caching, codebase memory, ccusage, Headroom-style indexing, Coinbase-style warm-cache reuse, and runaway-subagent reports.

Before:
Expensive loops.

After:
Route, cache, retrieve, cap, and measure.

Decide whether to adopt an MCP connectorRead official docs, install it, then discover OAuth, scope, or security issues during integration.Checks docs plus GitHub issues, user reports, security notes, related problems, and alternatives.

Before:
Looks good in docs.

After:
Adopt with guardrails, wait, or skip based on live evidence.

Build guardrails for agents on untrusted diffsWrite a generic sandbox checklist: containers, no network, logs, approval prompts.Finds Agent Guard, ActraDeck, compass, h5i, Claude Code Action security docs, prompt-injection records, and Codex sandbox settings.

Before:
Decent but generic security design.

After:
Hooks, redaction, audit trail, verifier, budget gates, and sandbox policy.

Choose the right workflow for a new featureAsk the agent to plan and implement in one long session.Finds separate planning/implementation/validation workflows, Archon/Argon orchestration, mixed-provider patterns, and second-brain coordinator setups.

Before:
Long brittle session.

After:
Staged workflow with lean context, handoff docs, validation gates, and model choice per step.

"TruthAPI is now part of our design and planning stage for new builds."

Founder, Keelo.ai