Give Agents the Context They Actually Need
Agents perform better when they can reach the right internal context. ProofMap helps prove which context improves outcomes and which adds noise.
Get StartedWhy Choose ProofMap
Connect live context
Use MCP to reach documents, tickets, records, and workflow state.
Measure improvement
Compare agent performance with and without added context across objective tests.
Avoid context overload
Detect when extra context increases cost, latency, or wrong-tool behavior.
Comparison
| Need | Ad hoc workflow | ProofMap |
|---|---|---|
| Connect tools and context | Developers wire custom integrations and debug behavior from raw logs. | Use MCP for standardized access and ProofMap to qualify tool behavior against objective tests. |
| Control production behavior | Prompt, model, and tool changes move through manual review or informal judgment. | Promote only prompt packages and runtime mappings that pass evaluation gates. |
| Save time and cost | Teams repeat setup, review, and model comparison work for every agent change. | Reuse tool connections, rerun objective suites, and compare cost, latency, and quality together. |
| Handle timing events | Launches, incidents, renewals, schema changes, and traffic spikes trigger rushed decisions. | Keep evidence-backed evaluations and fallback mappings ready before the timing pressure arrives. |
Frequently Asked Questions
Why bring internal context into agents?
Internal context lets agents make decisions that match your business rules, customers, systems, and current state.
Can too much context hurt performance?
Yes. ProofMap helps evaluate whether added context improves objective results or creates noise and cost.
How does this save developer time?
ProofMap reduces repeated manual review, model comparison, prompt regression checks, and tool-use debugging by making them repeatable evaluation workflows.
What does ProofMap produce?
It produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings that developers can use in production.
Use context wisely
Connect your systems and prove the agent handles that context well.
Start qualifying prompts