shrike
See what your app actually does. Click anything and watch the trip through your code, database and services, with real values. AI-native: your agent sees it too and fixes the real problem.
Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.
This is 1 of 46 launches in software debugging tools — see how it stacks up on momentum and crowding →
124 other launches read as similar to this one →
Details
- External ID
- 1413701481
- Source
- GITHUB
- Company
- —
- Product
- shrike
- Website domain
- github.com
- Launched
- Oct. 10, 2026
- Cohort
- —
- Upvotes
- 36
- Upvotes percentile
- 0.63
- Tags
- ai-agents, claude-code, debugger, developer-tools, electron, first-timers-friendly, good-first-issue, hacktoberfest, hacktoberfest2026, mcp, nodejs, observability, open-source, opentelemetry, python, vibe-coding
Enrichment
- Niche
- software debugging tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- debugger for ai-assisted web app development
- Manually corrected
- False
Could you build this?
Partial A basic UI and LLM integration to inspect frontend errors is vibe-codeable, but robust bidirectional DOM-to-source-map tracing across full frontend/backend codebases requires complex runtime instrumentation.
What it would actually take: The system requires browser extension or script injection that intercepts user interactions, DOM mutations, network calls, and console errors, accurately mapping compiled frontend assets back to exact original source files via sourcemaps. It must package this execution snapshot into context-rich prompts or MCP commands sent to an LLM agent to generate verified git diffs. Core challenges involve non-trivial sourcemap correlation across bundlers (Webpack, Vite, Next.js) and managing deterministic execution tracking.
Competitors
Other products that read as similar to this one — 124 launches clear the similarity bar, closest 8 shown.
Attention rank: #47 of 125 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 339 days after the earliest competitor.
- Fulcrum: The Agentic Debugger for AI Systems · yc · 2026-02-07 · 4 upvotes · similarity 0.51
- Aakit · hn · 2026-08-12 · 5 upvotes · similarity 0.43
- KubeAstra–Open-source AI agent that debugs and recovers Kubernetes pods · hn · 2026-05-06 · 6 upvotes · similarity 0.41
- A local tool that logs every time you swear at your AI coding assistant · hn · 2026-08-26 · 10 upvotes · similarity 0.39
- Palisade - AI that detects and fixes OS vulnerabilities across every endpoint in minutes · yc · 2026-07-23 · 8 upvotes · similarity 0.39
- hadice · github · 2026-09-09 · 8 upvotes · similarity 0.39
- Sentinel · hn · 2026-07-16 · 16 upvotes · similarity 0.38
- InsForge: The backend platform for AI-native developers · yc · 2026-05-18 · 32 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.