✕ Clear all filters
58 articles
▶ Videos →

📰 Dev.to · Iurii Rogulia

58 articles · Updated every 3 hours · View all reads

All Articles 112,855Blog Posts 122,433Tech Tutorials 28,797Research Papers 23,064News 16,807 ⚡ AI Lessons
Bank Statement Fraud in Lending: What Gets Altered and How to Catch It
Dev.to · Iurii Rogulia 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Bank Statement Fraud in Lending: What Gets Altered and How to Catch It
Bank statement fraud in lending: borrowers edit balances, deposits and overdrafts before upload. Three structural signals — xref count, producer…
PDF Font Subset Divergence: Forensic Tampering Detection
Dev.to · Iurii Rogulia 🔐 Cybersecurity ⚡ AI Lesson 1w ago
PDF Font Subset Divergence: Forensic Tampering Detection
PDF font subset divergence reveals page-assembly fraud without the original file. Learn how font forensics detects tampering in multi-page documents —…
PostgreSQL Production Checklist: UUIDs, RLS, Indexes, Pooling
Dev.to · Iurii Rogulia ⚡ AI Lesson 1w ago
PostgreSQL Production Checklist: UUIDs, RLS, Indexes, Pooling
PostgreSQL production patterns: UUID v7, soft deletes, RLS for multi-tenant SaaS, partial and covering indexes, PgBouncer connection pooling, and…
BullMQ vs pg-boss vs Cron: Node.js Background Jobs Compared
Dev.to · Iurii Rogulia 🔧 Backend Engineering ⚡ AI Lesson 1w ago
BullMQ vs pg-boss vs Cron: Node.js Background Jobs Compared
BullMQ vs pg-boss vs node-cron for Node.js background jobs. Trade-offs between Redis and Postgres queues, retries, deduplication, and production…
GDPR Document Fraud Detection API: EU Fintech Compliance Guide
Dev.to · Iurii Rogulia 💰 FinTech & AI for Finance Professionals ⚡ AI Lesson 1w ago
GDPR Document Fraud Detection API: EU Fintech Compliance Guide
How a GDPR compliant document fraud detection API works for EU fintech teams: structural-only analysis, data minimisation, DPA obligations, and DPIA…
PDF Forensics API Pricing in 2026: A Transparent Breakdown
Dev.to · Iurii Rogulia 📣 Digital Marketing & Growth ⚡ AI Lesson 1w ago
PDF Forensics API Pricing in 2026: A Transparent Breakdown
PDF forensics API pricing in 2026: document fraud detection API costs compared. HTPBE self-serve from $15/mo vs. sales-gated competitors. No demo required.
AI Document Processing in Production: Full Pipeline Guide
Dev.to · Iurii Rogulia 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Document Processing in Production: Full Pipeline Guide
AI document processing in production: full PDF pipeline — OCR fallbacks, structured output, validation, cost at scale. Beyond naive GPT calls.
How to Add AI to an Existing Product Without Rewriting It
Dev.to · Iurii Rogulia 🛠️ AI Tools & Apps ⚡ AI Lesson 2w ago
How to Add AI to an Existing Product Without Rewriting It
Add AI to an existing product without a rebuild. Three integration patterns, how to pick the right one, and what production-ready AI actually demands.
BEC Invoice Fraud Detection API: Stop Redirected Payments
Dev.to · Iurii Rogulia 🔐 Cybersecurity ⚡ AI Lesson 2w ago
BEC Invoice Fraud Detection API: Stop Redirected Payments
BEC invoice fraud costs $43B globally. Detect bank-account swaps in PDF invoices via structural forensics — no original file needed. API integration…
linkinator Tutorial: Find Broken Links in Next.js Sites
Dev.to · Iurii Rogulia 📣 Digital Marketing & Growth ⚡ AI Lesson 2w ago
linkinator Tutorial: Find Broken Links in Next.js Sites
Use linkinator to catch broken links before production: local URL rewriting, --silent flag, GitHub Actions integration, and false positive patterns for…
APRA CPS 234 Document Fraud Detection: A Guide for AU-Licensed Entities
Dev.to · Iurii Rogulia 2w ago
APRA CPS 234 Document Fraud Detection: A Guide for AU-Licensed Entities
APRA CPS 234 puts submitted PDFs in scope as information assets. Learn how AU-licensed entities implement document integrity controls to detect fraud at…
How to Take Over a Codebase from a Web Agency (5-Day Process)
Dev.to · Iurii Rogulia ⚡ AI Lesson 2w ago
How to Take Over a Codebase from a Web Agency (5-Day Process)
Agency codebase handover checklist: first 48 hours, security triage, architecture mapping, and how to write a takeover assessment. Practical guide.
PDF xref Table Forensics: Detect Edits From File Structure
Dev.to · Iurii Rogulia 2w ago
PDF xref Table Forensics: Detect Edits From File Structure
Every PDF edit leaves a structural scar in the xref chain. Learn how cross-reference table forensics detects post-creation modifications — byte-level…
llms.txt for AI Discoverability: Should You Add It?
Dev.to · Iurii Rogulia 🧠 Large Language Models ⚡ AI Lesson 2w ago
llms.txt for AI Discoverability: Should You Add It?
llms.txt: what it is, how AI systems actually read your site (training crawls vs. runtime vs. agents), and why adding it now costs almost nothing.
JSON vs YAML vs TOML vs CSV vs Protobuf: Developer's Guide
Dev.to · Iurii Rogulia 🔧 Backend Engineering ⚡ AI Lesson 2w ago
JSON vs YAML vs TOML vs CSV vs Protobuf: Developer's Guide
Data format comparison: JSON, YAML, TOML, CSV, Protobuf, MessagePack — tradeoffs, performance, and a decision framework for production systems in 2026.
Building a React Product Configurator with Zustand and Motion
Dev.to · Iurii Rogulia 🌐 Frontend Engineering ⚡ AI Lesson 2w ago
Building a React Product Configurator with Zustand and Motion
How to build a React product configurator with Zustand state, DaisyUI components, Motion animations, and live SVG preview — architecture, pricing logic,…
Real-Time Dashboard in Next.js with TanStack Query + Zustand
Dev.to · Iurii Rogulia ⚡ AI Lesson 3w ago
Real-Time Dashboard in Next.js with TanStack Query + Zustand
Real-time Next.js admin dashboard: TanStack Query polling, Zustand for filter state, Sentry error boundaries per panel, and a zero-dependency bar chart.
Inscribe Alternative for Lending Teams: Self-Serve PDF Fraud Detection
Dev.to · Iurii Rogulia 📣 Digital Marketing & Growth ⚡ AI Lesson 3w ago
Inscribe Alternative for Lending Teams: Self-Serve PDF Fraud Detection
Comparing Inscribe, Resistant AI, and Bynn with HTPBE for PDF tamper detection. Self-serve API from $15/mo, no sales call, 10-second results. Honest…
GDPR Analytics Without a Cookie Banner: 4 Tools Compared
Dev.to · Iurii Rogulia ⚡ AI Lesson 3w ago
GDPR Analytics Without a Cookie Banner: 4 Tools Compared
GDPR-compliant analytics with Umami: no cookies, no consent banner, self-hosted or cloud — and when server-side GA4 is still the right call for EU…
Insurance Claims Fraud: How Altered PDFs Bypass Visual Review
Dev.to · Iurii Rogulia 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Insurance Claims Fraud: How Altered PDFs Bypass Visual Review
Insurance claims fraud via altered PDFs is rising. Forensic analysis detects tampered repair estimates, medical reports, and receipts before payouts.