📰 Dev.to · Iurii Rogulia

Looking for a Fortiro alternative? HTPBE is a self-serve, developer-first PDF tamper detection API, instant signup. Honest tradeoffs included.

Integrate the HTPBE PDF tamper detection API into Spring Boot: a RestClient @Service, a typed record DTO, retry on 5xx/429, and a bank-statement fraud…

Feature flags without LaunchDarkly: a Postgres-backed, ~100-line system with deterministic percentage rollout, per-tenant overrides, and caching.

How forgers launder edited PDFs by faking an Adobe Producer string — and how structural forensics catches the contradiction between the claim and…

Isomorphic canvas rendering: one drawCard() runs in the browser and on the server via @napi-rs/canvas, so the share image and in-app card never drift.

Semantic search for internal docs with Postgres and pgvector: chunk, embed, and query by meaning so people find the right document, not the exact words.

SBA-7a and small-business lending stip-doc fraud: four recurring tamper patterns, structural signals that catch them, and where IRS 4506-C stays ground…

A senior's checklist for reviewing AI-generated code, ordered by cost of error — the bugs that read perfectly and pass a normal eyeball review.

AI vs senior developer is the wrong question. The right one is which class of task — by type, not difficulty — is faster to delegate to an AI agent.

Workers comp fraud detection: inflated wage statements, backdated medical reports, altered FCE PDFs. Structural signals SIU desks miss at intake triage.

Deterministic random in JavaScript: why a viral web toy dies if it uses Math.random(), and how FNV-1a + mulberry32 make the same wrong answer reproducible…

Handle large PDF uploads in Node.js without V8 heap exhaustion or serverless body limits. Bounded memory, byte caps, concurrency control, production…

Stripe to Mollie migration in production: mandates instead of Subscriptions, thin webhooks, no proration, no portal, no Tax. What you rebuild yourself.

How tenant screening platforms add structural PDF forensics to applicant-document pipelines: API integration, FP calibration, fit next to Plaid and Snappt.

Build an internal CRM on Supabase: schema design, RLS policies, Next.js App Router frontend, realtime subscriptions, and an honest look at where the…

Forged pay stubs and bank statements clear DTI thresholds in seconds. How auto lenders detect altered stip docs at indirect-channel intake before funding.

Integrate the HTPBE PDF tamper detection API into a Laravel or PHP app: curl, Guzzle, typed Service Provider, Form Request validation, queued jobs and…

Batch PDF verification with BullMQ: wrap the synchronous PDF tamper detection API in a job queue with concurrency control, 429 Retry-After backoff…

Integrate PDF tamper detection into a Next.js App Router app: Node.js route handlers, presigned R2 uploads, server-side analyze + result calls, error…

Document fraud detection workflow for fintech: identity, open banking and PDF integrity as three independent layers. Routing logic, TypeScript…

Headless CRM comparison 2026: Twenty vs EspoCRM vs DIY on Postgres. Real trade-offs on schema flexibility, integration, cost, and ecosystem risk.

How I built a tiny Manifest V3 Chrome extension that redirects the YouTube homepage feed without breaking search, videos, or subscriptions —…

Invoice fraud in accounts payable: how BEC swaps, fabricated suppliers and line-item inflation show up in PDF structure — and how AP teams can check at…

Bank statement fraud in lending: borrowers edit balances, deposits and overdrafts before upload. Three structural signals — xref count, producer…