Review PRs, monitor CI pipelines, summarize issues, draft release notes, and stay on top of your repos.
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.
Find missing spans and broken propagation in microservice flows
Debug microservices by enforcing end-to-end correlation (trace IDs, request IDs) and systematically locating propagation breaks or sampling gaps.
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.
Fix stale-cache failures without nuking everything forever
When caching speeds CI but occasionally causes confusing failures, this recipe introduces safe cache keys, cache-busting rules, and a controlled recovery flow.
Stop flaky tests from blocking PRs while you fix them
Quarantine known flaky tests into a separate lane so they don't block merges, while preserving visibility and enforcing a fix-by deadline.
Resolve conflicts safely and reduce repeat occurrences
Provide a consistent workflow for resolving merge conflicts and preventing recurring conflicts via smaller changes, frequent integration, and safer branching practices.
Cut through Dependabot noise and fix what actually matters
Prioritize vulnerability alerts by exploitability and production impact, reduce false positives, and establish an SLA-based remediation workflow.
Stop leaking secrets while keeping local dev usable
A practical approach to secrets across local dev, CI, and production: avoid committing secrets, reduce copy/paste, and use safer injection patterns with clear developer ergonomics.
Find broken setup docs before new contributors do
Detect drifting documentation (broken links, wrong setup steps, missing prerequisites) by testing docs as code and filing fix PRs/issues automatically.
Ship faster — phases run on cron while you sleep
Turn any development plan into a self-running pipeline. Build → Review → Security scan → Verify → Commit → Advance while you sleep — Kapilot handles each phase automatically and notifies you when it's done.
Daily scans for vulnerable and outdated dependencies so you don't patch manually
A daily security scanner for your GitHub repos that reads dependency files, cross-references versions against CVE databases and GitHub Security Advisories, and delivers a prioritized Telegram digest grouped by severity — with memory to suppress repeat alerts.
A reusable, brutally honest audit of your codebase you can run any time
Run a deep, no-sycophancy audit of your entire codebase and docs, dropping the results into docs/audits as a scorched-earth report. Dry humor included, crowd-pleasing strictly forbidden.
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