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Dev tools · March 26, 2026

Trackly

Zero-overhead AI cost and usage tracking

Trackly launched on March 26, 2026.

What it does

Monitor and optimize your LLM spending in real-time. Track costs, usage, and performance across all your AI models — all from one dashboard.

Understand, debug, and optimize your AI systems. Trackly goes beyond logs to give you plain English insights, critical path detection, and auto-optimization suggestions for your AI agents and chains.

The AI Decision Engine for improving production systems. Automatically surface plain-English insights, detect critical paths, and optimize costs for your AI agents and chains. Practical articles on token tracking, model comparison, traces, agents, and production LLM cost visibility. Instrument a real Python feature with Trackly so you can see prompt tokens, completion tokens, spend, and latency by feature. Track real traffic in Python, then use Trackly Playground to compare your current model against cheaper or faster alternatives before shipping a change. Use Trackly traces, spans, and graph views to understand where an agent workflow spent time, tokens, and money. Surface what's wrong…from tracklyai.in

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