How I Used FalkorDB to Trace Software Security Risks in Warden
You’re right—you want the article body , based on the actual README. Use the title separately, then paste everything under Post content into Dev.to.…
Testing & QA
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HELLO FRIENDS
I build crypto signal engines. My flagship system, USS (Unified Signal Scanner), combines momentum, multi-timeframe trend analysis, Smart Money Conc…
Your company's knowledge doesn't go missing. It goes wrong.
How we built Strata, a company brain on FalkorDB that notices when a document has become false, for Graph Hacks. Code: https://github.com/manasdutta…
RevanScript (RVS) Programming Language (RVS-Lang)
Introducing RevanScript (RVS) — My Own Programming Language Written in C Hello, developers! My name is Revan Babayev, and I am the creator and prima…
5 Common JSON Mistakes That Break API Requests (With Fixes)
JSON is one of the most common formats used to exchange data between frontend applications, backend services, and APIs. It looks similar to a JavaSc…
How would you approach end-to-end testing a browser extension's functionality and its interaction with a web page using
🔥 Playwright Pro Tip: How do you reliably perform end-to-end testing for browser extensions, especially when they interact with web page content? 📌…
Understanding Key Business Stakeholders Through Software Development
Understanding Key Business Stakeholders Through Software Development Connecting Business Studies with Real-World Technology When building software,…
Is it a bug, or is it the spec? Settle it before you file
Some of the longest ticket threads in any tracker are not about code at all. They are about whether the behaviour is wrong in the first place: "This…
A folder of markdown you can actually browse: OKF4net 0.7 and the interactive okf-render
An Open Knowledge Format bundle is a directory of markdown files with YAML frontmatter. That is what makes it good for agents and for code review: a…
AI in Software Development: What to Automate and What to Keep Human-Led
AI coding tools can generate code, explain unfamiliar functions, write tests, and help developers investigate bugs. But using AI across the entire d…
AI Integration Is More Than Adding an API: What Developers Need to Get Right
Building an e-commerce application can seem straightforward at first. You need a product catalog, a shopping cart, a checkout flow, payment processi…
AI App Development: A Complete Guide to Building AI-Powered Apps
By Nevil Martin | SEO Analyst with 3+ Years of Experience Artificial intelligence is changing the way software applications are designed, developed,…
Good Engineers Have Opinions
One trait I have started noticing in good engineers, regardless of seniority, is that they are opinionated. Not argumentative for the sake of it. No…
Designing a Robust Strategy for Interacting with Deeply Nested, Dynamic Shadow DOM Components in Playwright
🤯 Playwright Shadow DOM Nightmare? Ever wrestled with deeply nested Web Components and dynamic elements hiding in Shadow DOMs? Here's how to conquer…
Watermark Removal Artifacts: The "Processed Look" Came From Our Own Blend, Not the AI Model
This is part 8 of the ClearPix engineering series, and it is the story of a bug that lived in the last 40 lines of the pipeline: the step that paste…
Correct behavior does not guarantee successful implementation
An API returns the expected response. An SDK runs without errors. A deployment platform provisions the requested infrastructure. An authentication s…
Top 5 Best US Stock Market APIs for Developers in 2026
Building a stock market dashboard, portfolio tracker, investment research platform, or financial application requires reliable access to market data…
Scrapy vs BeautifulSoup for Public-Data Collection: Where Each One Starts Costing You
Scrapy vs BeautifulSoup for Public-Data Collection: Where Each One Starts Costing You Every scraping tutorial starts with pip install scrapy or pip…
Sharing agent memory across machines without a server (or merge conflicts)
We run coding agents on more than one machine — a workstation, a laptop, a small server — and they kept forgetting things when we switched hosts. Ch…
What is a SRS and FRS document?
A software requirements specification, or SRS, sets out the functional and non-functional requirements software must meet before anyone writes code.…
Claude Code ran for 19 hours 53 minutes without stopping. Here's the setup that made it possible
Someone tell me: where is Claude Code's ceiling? Lagos Life blew up on Oct 1. Everyone in Nigeria was playing it. I wondered: could one person and a…
Why Every Developer Needs an Ethical Hacking Mindset
Why Every Developer Needs an Ethical Hacking Mindset 🔓 We spend hours writing clean code and shipping features fast. But how often do we test how ea…
Model Collapse Isn't New, Nor Is It Specific to AI
We've all heard the usual complaint, that AI just remixes open-source code it was trained on. That's true, and it's been argued to death, but someth…
How Much Does Custom Software Development Cost in 2026? (An Honest Breakdown)
I run a custom software agency — ZahrionTech — and this is the question I get asked most, usually in the first five minutes of a call. So here is th…
Fast AI Work Needs a Stop Rule
A fast implementation can leave the important decision untouched. The code exists. The build passes. There is a screenshot in the report. But should…
My AI memory bank grew to 240k tokens per session. Here is what I got wrong.
In December 2025 I shipped a small CLI called Context Bank . The idea was simple and, I still think, right: keep your AI coding agent's project memo…
BugLens
Many bug reports in open-source projects arrive as a screenshot and one line of text. Before anyone can fix them, a maintainer has to rewrite the re…
How Over‑Optimized Prompt Caching Kills Real‑World LLM Application Performance
Prompt caching sounds like an obvious win on paper. Every AI engineer learns it as a best practice: cache repeated system prompts, store frequently…
Web Performance Optimization: How to Find and Fix the Real Bottleneck
A user clicks a button. Nothing happens. They wait. Maybe the page eventually responds. Maybe an API request is still running. Maybe the browser is…
The Commit Message Awakens: Write Like a Jedi, Not a Stormtrooper
The Quest Begins (The "Why") Ever opened a pull request and felt like you were trying to read ancient Sith runes? I’ve been there. A teammate drops…