ZheTV automates complex software engineering lifecycles—combining Anthropic Claude's deep code reasoning with high-performance cloud telemetry to synthesize APIs, audit deployments, and resolve production anomalies in seconds.
PRODUCT SUITE
ZheTV delivers modular developer tools that embed frontier reasoning directly into API design, cloud observability, and continuous deployment.
Transforms natural language architecture specs into strictly typed OpenAPI schemas, database migrations, and edge-ready TypeScript handlers using Claude structured tool outputs.
Ingests distributed server logs and stack traces in real time to perform automated root-cause analysis, correlating multi-service failures with actionable code fixes.
Automated CI/CD pre-deployment verification that audits pull requests for security vulnerabilities, performance regressions, and breaking API contract changes.
SYSTEM ARCHITECTURE
Our multi-layered pipeline guarantees deterministic validation around non-deterministic LLM reasoning, ensuring safe and reliable output for engineering teams.
AST code parsers and telemetry collectors sanitize repository structures and runtime logs into high-signal context payloads with zero sensitive credential leakage.
We route tasks dynamically across Anthropic Claude models—using high-speed models for real-time log classification and deep-reasoning models for complex multi-file code synthesis.
Every AI-generated schema or patch is automatically validated against static type checkers and isolated cloud sandboxes before surfacing to the developer.
CORE INFRASTRUCTURE
ZheTV combines frontier foundation models with globally distributed cloud infrastructure to deliver low-latency, enterprise-grade developer experiences.
Powers our core code reasoning, automated root-cause diagnostics, and deterministic JSON schema generation. We utilize Claude's expansive context window and native tool-use capabilities to analyze entire repositories accurately.
Provides our containerized execution environments, scalable serverless compute, and high-throughput telemetry ingestion pipelines with strict workload isolation and end-to-end encryption.
ABOUT ZHETV
ZheTV is an independent technology startup focused on removing friction from modern software engineering. We build focused, high-reliability tools that bridge the gap between frontier AI capabilities and day-to-day production infrastructure.
Designed to integrate cleanly into existing Git workflows, CLI environments, and REST/GraphQL architectures without vendor lock-in.
Customer codebases and telemetry payloads are processed ephemerally and are never used to train foundation models.
Interested in early access to our AI developer suite, enterprise sandbox evaluations, or ecosystem partnerships? Connect directly with our engineering team.