04 // Harbor Tools

System & Developer Utilities

Local tools for engineers. Perform data structure formatting, measure network latency, and estimate LLM context window utilization with zero third-party telemetry.

01 / Data Formatting

JSON Validator, Formatter & Minifier

02 / Network Diagnostics

Endpoint Latency & Jitter Tester

Executes 3 back-to-back HTTPS requests to measure round-trip time (RTT), minimum, maximum, average, and jitter variation.

Awaiting test...

03 / Language Model Tooling

Token & Context Estimator

Estimates token length using byte-pair encoding heuristics (~3.8 chars/token) and gauges capacity across modern context windows.

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