Review PRs, monitor CI pipelines, summarize issues, draft release notes, and stay on top of your repos.
From repo access to first merged PR, fast
Onboard new engineers, QA, DevOps, and PMs without tribal knowledge. Standardize access, environment setup, architecture orientation, and a first safe change.
Daily GitHub triage with teeth
Autonomous daily triage of GitHub issues and PRs. Reads, comments, assesses confidence, and opens PRs for clear fixes. Tracks state to avoid duplicate engagement. Reports summary to Telegram.
First-time contributors never wait
Surface community pull requests that need attention. Focuses on first-time contributors, stale PRs, and those awaiting review. Uses GitHub's author_association to prioritize newcomers.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.
Local-first AI assistant that automates small daily tasks safely on your device
A personal, local-first AI assistant that automates small daily tasks—organizing files, setting reminders, and monitoring system events—without touching sensitive data or taking risky actions without your approval.
A professional portfolio site from your resume in 10 minutes
Generate a simple portfolio site from your resume and projects — especially useful for developers, designers, writers, and other portfolio-driven roles.
Turn messy Jupyter notebooks into clean, reproducible scripts
Takes a Jupyter notebook with out-of-order cells, hidden state, and spaghetti code, and produces a clean .py script with proper structure, functions, error handling, and documentation. Also strips output for version control.
Catch conflicting metric definitions before they reach a meeting
Scans your SQL queries, dbt models, and dashboard definitions to find every place a key metric is calculated. Flags inconsistencies — like marketing counting revenue with refunds and finance counting without — before they cause a trust-destroying meeting.
Get alerted when upstream schemas change before your pipelines break
Monitors your source databases, APIs, and third-party integrations for schema changes — new columns, removed columns, type changes, enum value additions — and alerts you before the downstream breakage happens.
Documentation that updates itself when the data changes
Auto-generates and maintains documentation for your data models, SQL queries, and warehouse schemas. When the schema changes, the docs update. When a query is modified, the description stays current. No more stale Confluence pages.
Generate models, tests, and YAML configs from descriptions
Describe a dbt model in plain English and get the SQL, schema YAML, and tests auto-generated. Also debugs compilation errors, suggests materializations, and analyzes your DAG for orphaned models and circular dependencies.
From repo access to first merged PR, fast
Onboard new engineers, QA, DevOps, and PMs without tribal knowledge. Standardize access, environment setup, architecture orientation, and a first safe change.
Navigate a large codebase by tracing real flows, not reading everything
Reduce "where do I start?" paralysis in large systems by generating an executable map: entrypoints, critical paths, ownership, and safe starter changes.
One command to go from "fresh laptop" to "tests passing"
Standardize local setup to eliminate "works on my machine" issues. Generates a single bootstrap path (scripts, containers, env vars) and a smoke test to prove readiness.
Catch silent tool/version drift before it breaks CI or prod
Prevent subtle mismatches between laptops, CI runners, and staging by detecting drift in runtime versions, build flags, and dependency resolution.
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