Task Things needed AI vibe tools (text → output)
Lovable (generate MVP flows from prompts),
Notion AI (turn bullets into spec), Google Tech
Requirements to Problem statement, user flows, data model, Writing guides (structure spec), Miro AI (turn text
spec API list, demo script into flow diagram)
Next.js + Tailwind pages, routes (/login, Bolt.new (describe app → get deployed UI), Lovable
/upload, /result/:id, /admin), upload form, (screen flows from text), Cursor (prompt → React
UI scaffolding result cards code), Replit Agents (prompt → web app)
Cursor (prompt → NestJS auth/guards), Lovable
OTP/magic link, JWT with roles, guards for (no-code auth flows), Notion AI (generate auth
Auth + RBAC admin routes, DTO validation SOPs), Postman AI (auth test collections from text)
Cursor (generate storage service from prompt),
S3 bucket, pre-signed PUT/GET, SHA-256 Lovable (file upload blocks), Beeceptor/Mockoon
Object storage hashing, metadata table, size/type limits (mock file APIs fast), Notion AI (env/runbook docs)
FastAPI route /ocr/extract, OpenCV Cursor (prompt → FastAPI + OpenCV + Tesseract
preprocess, Tesseract config, JSON with code), Lovable (connect OCR API via blocks), Notion
OCR microservice fields+confidence AI (write OCR pipeline doc)
Cursor (prompt → adapter layer), Model
OCR fallback Swap to PaddleOCR/EasyOCR/Surya, same comparison guides (pick model by text), Lovable
models API shape, config switch (toggle model via prompt logic)
Cursor (prompt → extractor + tests), Lovable
Template/regex Regex/anchors for Name, Roll No, Cert ID, (prompt rules for extraction), Notion AI (generate
extraction Course, Issue Date; golden tests regex/test tables from labels)
Supabase (text → schema + API), Text2SQL/AI2SQL
Dummy registry CSV import, registry_records table, indexes (text → SQL), Cursor (prompt → CSV importer),
seeding on roll_no/cert_id, CRUD APIs Lovable (data forms from text)
Cursor (prompt → scoring module + unit tests),
Equality/Levenshtein, weighted score, clear Notion AI (policy doc from bullets), Postman AI (test
Match engine verdict thresholds cases from text)
Task Things needed AI vibe tools (text → output)
Layout drift checks, kerning anomalies, Cursor (prompt → heuristics utilities), Lovable (alert
duplicate patterns, double-compression rules via prompt), Notion AI (risk checklist from
Tamper heuristics hints text)
Bolt.new (prompt → verify page), Lovable (QR +
Short code, QR to /v/:code, result page with public view blocks), Cursor (QR generator + route
Public verify + QR verdict, diffs, sha256, tx hash, rate limit from text)
Replit Agents (prompt → script/deploy),
Blockchain Sepolia testnet, SHA-256 of file, minimal tx, Remix/Hardhat quickstart (prompted steps), Faucet
anchoring show tx hash + explorer link portals (fund quickly with instructions)
n8n (describe flow → build nodes), Zapier AI
Webhook → virus/type check → S3 upload Actions (prompt → automation), Lovable (flow logic
Dev automation → OCR → match → notify workflow with prompts)
Cursor (repo-aware text → code), Replit Agents
NestJS modules, Prisma schemas, FastAPI (full-stack from prompt), Lovable (no-code app
Code generation routes, unit tests, CI configs scaffold)
Cursor (prompt → Actions YAML), Notion AI
GitHub Actions: install, lint, test, build, (pipeline checklist), Railway/Railway templates
CI/CD quick start containerize, deploy; smoke tests (prompted deploy)
HTTPS/HSTS, MIME/type/size limits, Notion AI (security SOP from bullets), Cursor
antivirus, signed URLs, JWT rotation, audit (prompt → middleware), Lovable (rules and guards
Security baselines logs, rate limits via prompts)
Unit (DTO/regex/scoring), Integration Postman AI (collections/tests from text), Cursor
(upload→OCR→match), E2E (QR flow), (prompt → Jest/pytest suites), Lovable (test flows
Testing small load test via prompts)
Two certs (Valid/Flagged), show
confidences/diffs, anchor on-chain, scan QR Lovable (demo flow screens), Canva Magic (text →
Demo polish live slides), Notion AI (demo script from bullets)
Task Things needed AI vibe tools (text → output)
Alternative DB Firebase quick MVP, flat schema, simple Firebase (rules/templates from prompts), Supabase
path rules, easy migration plan (schema from text), Text2SQL (generate queries)
Model comparison guides (prompt to pick), Cursor
Bilingual/curved/low-contrast issues → pick (prompt → swap adapter), Lovable (config toggles
OCR model pivot model + preproc; swap fast by prompt)
One-slide explainer, faucet links, explorer Canva Magic (text → slide), Notion AI (one-pager),
Testnet UX link, “public proof” message Faucet portals (guided steps)
