RENO, Nev. - s4story -- Spec Kitty today announced the launch of Agent Analyzer, a local-first analysis tool that helps developers identify and reduce AI coding waste. By analyzing real coding activity across popular AI development tools, Agent Analyzer generates benchmark-backed recommendations and personalized optimization plugins designed to improve efficiency, reduce token consumption, and streamline AI-assisted workflows.

Available at analyzer.spec-kitty.ai, Agent Analyzer performs a secure local analysis of coding logs to identify costly patterns such as context bloat, retry loops, inefficient retrieval behavior, unnecessary file reads, oversized outputs, and other sources of wasted tokens.

Using a single command, developers can generate a detailed report that highlights where AI coding assistants are spending time and tokens, then receive recommendations tailored to their actual usage patterns. The platform supports a wide range of AI coding environments, including Claude Code, Claude Desktop, GitHub Copilot, Codex, Cursor, Kiro, OpenCode, and Antigravity.

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"Most developers know they're spending more tokens than necessary, but they don't know exactly where the waste is occurring or how to fix it," said Robert Douglass, Co-Founder of Spec Kitty. "Agent Analyzer provides visibility into those patterns and delivers practical, data-driven recommendations based on how developers actually work."

Privacy is central to the platform's design. Raw logs remain on the user's machine throughout the analysis process. Sensitive information is redacted locally, and only a reviewed, sanitized report is uploaded with explicit user approval. Developers maintain full control over what information leaves their environment.

Beyond identifying inefficiencies, Agent Analyzer generates personalized optimization plugins that help developers apply recommendations directly within their preferred AI coding tools. These plugins are built from the developer's own workflow data — targeting the specific leaks found in their sessions — making optimization more practical and actionable than generic best-practice guidance.

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Agent Analyzer is available immediately and can be run with a single command. Developers can analyze their AI coding activity, review findings locally, and choose whether to share a sanitized report to receive additional recommendations and workflow optimizations.

Developers can learn more and run an analysis at analyzer.spec-kitty.ai.

About Spec Kitty

Spec Kitty builds tools that help developers and engineering teams get better results from AI-assisted software development. Through workflow analysis, structured development practices, and practical optimization tools, Spec Kitty helps organizations improve efficiency, reduce waste, and create more predictable outcomes when working with AI coding systems.

Learn more at
https://analyzer.spec-kitty.ai/
https://spec-kitty.ai