The inspection machine was working. The order was still late. So I built FactoryGraph.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built A machine breaks down at eight in the morning…
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Why I Built an Unbypassable, 100% Offline Android Focus App with Kotlin & Jetpack Compose
The Problem with 99% of App Blockers We’ve all been there: You download a screen time tracker, set a 30-minute Instagram limit, and the moment you c…
Household Manager: agents that run the house on the clock
Household Manager is a Laravel application I am building in public. The point is not a chat window that invents a grocery list. The point is a set o…
When LLMs Outsmart Their Manuals: Version Conflict Detection in Trading Agents
When LLMs Outsmart Their Manuals: Version Conflict Detection in Trading Agents Imagine sitting in the dimly lit control room of an automated trading…
Adding Auth‑Based UI Hiding, Session Cleanup, and Neon/ Vercel Integration to the UHPCM Patch Monitor
Adding Auth‑Based UI Hiding, Session Cleanup, and Neon/Vercel Integration to the UHPCM Patch Monitor TL;DR: I refactored the front‑end to hide head…
Reviewers are needed
Introducing Sentinel-43: A Cybersecurity Project I'm Building Hey everyone! I'm an independent developer working on a cybersecurity project called S…
Adding Per‑Container CPU and Memory Limits in Docker‑Compose for Riviera Industrial ERP
Adding Per‑Container CPU and Memory Limits in Docker‑Compose for Riviera Industrial ERP TL;DR: I added explicit mem_limit and cpus constraints to th…
Adding Per‑Container CPU & Memory Limits to Docker‑Compose for pgvector
Adding Per‑Container CPU & Memory Limits to Docker‑Compose for pgvector TL;DR: I added mem_limit and cpus to the PostgreSQL service in docker‑co…
When the AI Brain Crashes: The 'Naked Position' Crisis and Engineering Trade-offs Under Fail-Open Mechanisms
When the AI Brain Crashes: The 'Naked Position' Crisis and Engineering Trade-offs Under Fail-Open Mechanisms Tags: #algotrading #crypto #ai #buildin…
The F-160 Iron Rule: Why My AI Trading Bot Ignored a 75x Leveraged Meme Coin
The F-160 Iron Rule: Why My AI Trading Bot Ignored a 75x Leveraged Meme Coin It was 2:00 AM, and my autonomous trading servers were humming quietly…
Taming the Exchange API: Handling -4509 Errors and the F-065 Retry Mechanism in Quant Systems
Taming the Exchange API: Handling -4509 Errors and the F-065 Retry Mechanism in Quant Systems Tags: #algotrading #crypto #ai #buildinpublic The Inci…
A Commenter Redesigned My Presale Validation Before I Could Fail It the Same Way Twice
A Commenter Redesigned My Presale Validation Before I Could Fail It the Same Way Twice I want to tell you about the moment my own validation method…
Iam 12 .My AI Mentor Just Grew Eyes and a Conscience. Introducing KODA Web v24: The Constitutional Era.
I am 12 years old. My development machine is a POCO C55 ($150 USD). It is October 2nd. For weeks, you’ve known KODA as the web-based AI coding mento…
Generating a Printable Monthly Report in Next 13 – From UI to PDF with a Tiny Print Component
Generating a Printable Monthly Report in Next 13 – From UI to PDF with a Tiny Print Component TL;DR: I added a client‑side PrintButton and a dedicat…
Adding a Printable Monthly Report and SLA Indicators to Albaida‑Tickets (Next.js 14)
Adding a Printable Monthly Report and SLA Indicators to Albaida‑Tickets (Next.js 14) TL;DR: I added a client‑side “Print / Save PDF” button and a se…
Reading Between the Lines: Automating Implicit Risk Control via NLP Semantics (F-072)
Reading Between the Lines: Automating Implicit Risk Control via NLP Semantics (F-072) Imagine this scenario: Your AI trading agent analyzes the mark…
Deal Mind : AI Sales Assistant
I Built a Sales Assistant That Actually Remembers Customers What if your sales assistant could write the perfect email… …but had no idea who the cus…
I asked for a brutal enterprise stress-test of my AI. The audit came back, and I realized the craziest plot twist of launch day.
at 8:00 pm IST on launch day, a 4-page technical audit of my AI dropped into my phone. it was a multi-tiered enterprise stress test. it evaluated my…
Gray-Scale Degradation of Borderline Signals: From Binary Execution to Dynamic Risk Budgeting
Gray-Scale Degradation of Borderline Signals: From Binary Execution to Dynamic Risk Budgeting Introduction: The Illusion of Perfect AI Signals In th…
Building a Multi-Agent Valet Trash Command Center: Supabase Edge Functions, VAPI, and PostgreSQL at Scale
OPENING PARAGRAPH: We built a production command center for Quiet Hours Valet that orchestrates 8 concurrent AI voice agents, 8 automation scenarios…
About Me
Welcome to my technical blog. I created this space to share the real-world engineering challenges I tackle daily, break down complex architectural p…
I Turned DEV.to Into a Walkable 3D Library — Debugging It Has Been a Nightmare
DEV Library is my idea of first-person 3D reimagining of DEV.to. Not a themed scene with some article cards floating around, but the actual live cat…
Micro-Execution Edge Cases: When a 'Perfect Trailing Stop' Becomes a 'Give-Away Stop'
Micro-Execution Edge Cases: When a 'Perfect Trailing Stop' Becomes a 'Give-Away Stop' Tags: #algotrading #crypto #ai #buildinpublic It’s 01:14 AM. T…
Building MyZubster in Public: Marketplace Validation, Metaverse Progress, and the Bugs We Found
Ti conviene pubblicarlo dopo una piccola revisione: il contenuto è buono, ma nel testo che hai incollato ci sono alcuni problemi di Markdown e il li…
Building NICHLYST: Eight Waves, One Canon — How 40 Days of Script Survived a Strict State Machine
It is Monday, September 21, 2026. Day 11 of the 14-day Google Play closed testing anabiosis. The clock runs on Google's terms, not mine. Outside the…
We launched a holding company website in 48 hours. Here's what we built. 🐯
Yesterday, I announced the launch of HYNAWEB , a holding company for my developer tools (KODA, Dojo Feed, Scribe Jam) in partnership with Akhouri Sy…
Building NICHLYST: The 14-Day Clock, the "Web App" Illusion, and Hardening the Archive
On September 10th, at 10:19 AM, the system finally turned green. 12 Testers Google Play Twelve confirmed, opt-in testers. The threshold is met. The…
From VibeConnect to CrowdWide: Building My Own Social Platform
A while ago, I started building a social media platform called VibeConnect . It was mostly a learning project. I was experimenting with authenticati…
I Built a Documentation Tool in 48 Hours (While Running a Code Jam)
I Built a Documentation Tool in 48 Hours (While Running a Code Jam) Most founders would tell you: "Focus on one thing. Ship it. Polish it. Then move…
From Freelancing to Building My Own SaaS: What Building Adowise Taught Me
For a long time, I thought becoming a better developer meant learning more technologies. Learn another framework. Learn another database. Learn anot…