On Launch Llama
Traccia
For teams: Traccia is a vendor-neutral control plane for autonomous agents so you observe, evaluate and govern production agents without vendor lock-in.
Built by Saurav Samantray, Aditya Kumar Saroj, Nutan Naik and 1 other
Freemium
Visit website → Upvotes · 194
Traccia is a Product Hunt listing on Launch Llama with 194 total upvotes, founded by Saurav Samantray, Aditya Kumar Saroj, Nutan Naik and 1 other who joined in Aug 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
194upvotes
Community score
Saurav Samantray, Aditya Kumar Saroj, Nutan Naik and 1 other (Joined Aug 2026)
Founder
Compared against 6 alternatives
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Key Features
- Monitor agent performance with real-time visibility into errors and latency
- Track which agents and tasks are driving LLM spend
- Detect PII exposure in agent traces before export
- Enforce policies that stop agents mid-execution
- Version prompts and compare performance with experiment evidence
- Export audit-ready compliance packs for regulations
About
Traccia is a vendor-neutral AI Agent Control Plane built for teams running autonomous agents in production. Observe agent behavior, evaluate performance, govern actions with policies and runtime controls, and maintain an auditable trail of what happened. Built with an open, developer-first SDK and OpenTelemetry, Traccia works across models, frameworks, and existing observability stacks—so teams can control their agents without being locked into a single AI vendor.
Use Cases
- Teams running multiple autonomous agents who need unified visibility across frameworks
- Organizations needing to control LLM costs across production agents
Pricing
Free Hobby tier with 50K events and 7-day retention. Paid plans start at $99/month for Observe tier (500K events, 30-day retention) up to $799/month for Scale tier (10M events, 1-year retention). Enterprise with custom pricing available.
FAQ
What counts as an event?
One span that Traccia stores: an LLM call, a tool call, or an agent step. A run with 12 spans is 12 events. Traces are not counted separately, and policy decisions, approvals, and alert emails never count.
What happens if I go over my events?
Nothing stops. Traccia keeps accepting your traces and your policies keep enforcing. We will reach out to move you to the right plan. There are no automatic overage charges.
What counts as an active policy?
Any policy you switch on, whether it stops a call before it runs or alerts after a run. Drafts and Simulate runs do not count, so you can test a policy against last week's traffic before you spend a slot on it.
Does my plan change how a policy enforces?
No. An active policy blocks, reshapes, or alerts the same way on every plan. Plans change how many policies you can run, not how well they work.
Is evaluation included on every plan?
Yes. Prompts, datasets, scorers, and experiments are on every plan. The playground and LLM judges use your own provider keys, so Traccia never marks up model tokens.
Can I try the paid features first?
Yes. Start a 14-day trial with full Enterprise access and no card. When it ends you return to Free unless an admin subscribes. Have a coupon? Redeem it from Billing & Plans.
Do I need a plan to use the SDK?
No. The Python and TypeScript SDKs are open source and can export to Jaeger, Tempo, or any OpenTelemetry backend without a Traccia account.
Alternatives
- Controller AI
For process-driven teams: Controller AI builds agents that execute tasks intelligently while staying within your defined boundaries and rules.
- Tuning Engines
For AI teams: Tuning Engines governs production AI across models, agents, and tools in one platform, enabling unified control, routing, fine-tuning, and compliance.
- Privatevault.ai
For enterprises: PrivateVault enforces runtime allow/review/block controls on autonomous AI agents, adding governance between intent and execution.
- Rectify
For AI operations teams: Rectify is a visual command center for OpenClaw agents. Monitor, manage sessions, track spend, and control access without SSH or JSON configs.
- rtrvr.ai
For SaaS teams: rtrvr.ai embeds an AI agent into your site to automate user onboarding, form filling, and checkout—no backend changes needed.
- Kastra
For AI teams: Kastra enforces authorization policies on Claude, Cursor, and OpenAI agents in sub-1ms so unauthorized tool use and prompt injection never reach production.
Ask AI
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For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery