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Native IaC Compiler

Compiles Terraform, OpenTofu, and Helm charts on the fly. Generates complete logical dependency graphs to swap large cloud components with secure, isolated sandboxes.

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Isolated Data Seeder

Pipes production replicas securely. Wipes user emails, masks payment hashes, and limits database size so tests execute swiftly against realistic structures.

ML Predictive Pre-Warming

Predicts PR triggers based on developer timezones and git histories. Keeps microservice base images cached on nodes to cut setup times.

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AI Log clustering

Clusters thousands of microservice log strings when staging pipelines fail, isolating error stack traces and outlining fixing steps in plain English.

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Absolute Auto-Pruning

Rigid Time-to-Live settings detect idle environments. Sandboxes tear down immediately when PRs are closed or if there is no traffic for 15 minutes.

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GitHub & GitLab Webhooks

No installation packages required on staging machines. TeleFork triggers solely via lightweight webhooks linked directly to git push events.

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Sub-Service Mocking

Avoid running the full microservice fleet. AI determines which subservices can be mocked safely to save cloud costs without affecting test logic.

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Uptime & Resource Dashboard

Monitor real-time sandbox statuses. Get details on memory utilization, network traffic, active database seeds, and current environment runtimes.

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VPC Cross-Delegation

Run sandboxes safely inside your own cloud boundary. TeleFork connects via temporary AWS STS role trust policies without exposing permanent API keys.

Experience TeleFork in Action

Integrate sandboxes into your existing pipelines. Build, run, and scale developers' velocity without the staging overhead.

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