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ShiftScope: AI-Powered Dependency Intelligence
ShiftScope is an autonomous dependency intelligence agent that tells you exactly what a package update means for your code — not just that it happened. While tools like Dependabot and Renovate detect version bumps and open PRs, ShiftScope goes further: it scrapes the full human-written context around every release — changelogs, GitHub issues, security blogs, Reddit threads, StackOverflow workarounds — then runs a 5-step AI analysis chain to produce a ranked, code-specific impact brief with line-by-line fix suggestions. It also monitors the pre-CVE window: the 7–14 day gap between public security disclosure and official CVE assignment, during which every standard scanner reports zero vulnerabilities. How it works: A 15-minute cron cycle detects version changes across all major ecosystems (npm, PyPI, Cargo, Go, RubyGems, Maven). For each change, it scrapes 6 source types via Bright Data, stores raw intelligence in Supabase, runs it through Gemini 1.5 Pro, and delivers a severity-ranked brief to Slack, email, webhook, or dashboard — with before/after code diffs and an estimated fix time.
31 May 2026
