Reuse Eligibility
Identify a stable cache-eligible prefix and distinguish a request-shape problem from opaque upstream cache state.
CachePilot by CLC Labs
Governed Latent Execution for hosted model APIs.
CachePilot governs what OpenAI and Claude workloads can validly reuse and what must execute again. It treats cost as one outcome alongside latency, drift, policy correctness, and auditable evidence.
Execution Path
Application workflow
Policy, tools, budget, receipts
CachePilot governed gateway
BYOK request forwarding
OpenAI / Anthropic API
Control surface
Move governance out of ad hoc app logic.
Hosted-model workflows waste execution and become hard to audit when reuse eligibility, request shape, tool use, output growth, cache behavior, and policy drift are invisible.
Expected vs Actual Reuse
Compare the reuse CachePilot expected with the cached input tokens the provider actually reports on a repeated request.
Stable-Prefix Repair
Apply supported prompt cache keys and Anthropic cache breakpoints while recording exactly what changed.
Execution Policy
Gate output budgets, shell, hosted tools, schemas, skills, and supported request parameters at one project boundary.
Hash-First Telemetry
Measure drift, cache behavior, latency, status, and usage without storing prompts or outputs by default.
BYOK Support
Use flows where your application supplies the OpenAI or Anthropic key while CachePilot applies policy and telemetry around the request.
Governed-vs-passthrough comparison
Measure whether policy changes execution behavior.
In one governed-vs-passthrough comparison, CachePilot showed improved prefix accuracy, lower p95 latency, and lower estimated cost. This is comparison data, not a customer guarantee.
Prefix accuracy7.4%82.6%
P95 latency16,210 ms8,872 ms
Estimated cost$0.2368$0.1820
Security posture
No prompt or output storage by default.
CachePilot stores content-free telemetry: hashes, policy metadata, request status, latency, token usage, and receipts. BYOK flows are supported where your application supplies the OpenAI or Anthropic key.
Start with one workflow