AI Systems — Maneesh Maddala Skip to main content
From Test to Trust TEST TRUST

AI systems

Production systems for evaluation, governance, routing, and test automation.

Shared Skills Repository

A GitHub repository of shared Claude skills, generic and team-specific: developers browse it directly, non-technical staff search it through a Claude Desktop connector.

Defect Triaging Agent

We analyze the latest 1-50 monocart-html reports from S3 and show which specs are flaky, still failing after retries, or getting slower.

Support Intake Agent

Funnels support requests from email, Slack, and Jira into one Microsoft Teams queue, then turns a triaged message into a routed Asana task on demand.

Office Hours Agent

Turns recorded office-hours sessions into titled, indexed transcripts, then answers questions from Claude Desktop by drawing on every session that touches the topic.

Brand Unification Skill

Audits a URL, doc, PDF, or deck against the unified brand’s rules, scores it on a fixed rubric, rewrites off-brand copy, and routes anything sensitive to the content or legal team.