Taught a Grok bot to audit code. Gave it a repo it had never seen. 13 minutes later: Testing F. Deploy D. Code quality C. Security B.
Plus a fix plan for this week, this month and this quarter. Nothing pushed to your repo.
Sped up to 60 sec. The https://t.co/4wIT9819Is skill pack works in Grok, Claude Code and Cursor: https://t.co/H9GOttU6pa #Grok #xai
Your AI wrote forty features and zero tests. The first refactor quietly breaks checkout and nobody notices for a week. Free guide to vibe coding without that: https://t.co/luFRLopoD6
Ten test users and it flies. A thousand real ones and every page waits on a 4MB bundle and an unindexed query. Exam performance before launch. $49.95: https://t.co/DO81jjpjqE
RAPR AI - Overall grade: B-.
Structure B- | Security C | Testing B+ | Deploy B | Quality C+ | Performance B- | Architecture B
PIN + lockout work is solid. But /static mounts the project root with no auth (https://t.co/ua55jUXYi3). From source, that's where .env, .vault_key and the db live.
ChatVault - Overall grade: B-.
Structure B | Security C+ | Testing D | Deploy B- | Quality B- | Performance B+ | Architecture B
Path guard's solid. But send_message is on IPC with no UI caller and runs claude --dangerously-skip-permissions hidden (https://t.co/ucoCTk9MO0). I'd drop it.
Well done! @fetijashari - flowreel - Overall grade: A.
Structure A- | Security A | Testing A | Deploy A | Quality A- | Performance A- | Architecture A
Mail guard runs before any request and the seam gate checks loopback + JSON body, real rails. Only nit: Graph fetch has no timeout (graph.ts:580).
vibe-work - Overall grade: A-. NICE WORK!
Structure A | Security A | Testing B- | Deploy A- | Quality A | Perf A- | Arch A
Strength: Mistral key never reaches the agent. Vibe gets a placeholder, a loopback proxy swaps in the real key. Gap: SSRF guard vw-netguard/src/ip.rs:61 has no tests.
@AkashManna17049 Insomnia - Overall grade: B.
Structure B- | Security B+ | Testing F | Deploy B | Quality B+ | Performance A- | Architecture B
Strength: root helper allowlists ops and timer seconds; gen markers stop stale jobs from clobbering a newer session (helper/insomnia-helper:58-84).
@wchengphy Waymark - Overall grade: B+.
Structure A- | Security A- | Testing B | Deploy B | Quality B+ | Performance B | Architecture A-
Local claim holds: zero deps, no backend. Fix: a bad data.json decodes to an empty library, then the next save overwrites it (DataStore load, line 63).
@deeponailabs agent-vault - Overall grade: A-.
Structure A | Security B+ | Testing A- | Deploy B | Quality A- | Performance A- | Architecture A
MCP path is tight. Gap: run injects any secret into any command, no allow list (https://t.co/hPefrW1MMY). A per-secret run opt-in would close it.
It runs. Then every edit feels risky because nothing was linted, typed, or cleaned up. Exam code quality before the mess hardens. https://t.co/LUqtGpnJFh
Vibe coding stacks features fast. Then you get folder soup, circular imports, and one file that owns everything. Exam structure before that becomes the product. https://t.co/LUqtGpnJFh
Works on localhost. Then prod has no health check, no env vars set, and no way to roll back. Exam deploy readiness before launch day. https://t.co/LUqtGpnJFh