My analysis engine has two brains now
The thing I'm building, App Store Analyzer, is a website that does one thing: it reads an iOS niche and writes a deep market analysis for indie devs. …
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
beginners
career
cloud
database
devchallenge
devops
docker
gemma
javascript
kubernetes
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
tutorial
typescript
webdev
How I built a search engine
Hello all, I built a search engine from scratch in Java. In a previous course we were given it as a group project, but since I worked on just the docu…
My AI-agent waste detector scored zero false positives. Then I ran it on a real trace.
My detector passed every synthetic test with zero false positives. Then I pointed it at one real trace and found a crack. This is the honest version o…
Building distribution that can't be ended by one bad day
If you're building an audience online, here's a fear worth naming out loud: one platform, on one morning, can decide your clean work looks like spam —…
🚀 Day 0/30: Building a Real Android App for a Client in Public
Today marks the start of a new challenge. For the next 30 days, I'll be building a real Android application for a client and documenting the journey p…
Bizbox Build Log — Week of 2026-05-31
Bizbox Build Log — Week of 2026-05-31 Headline: Two big bets landed in the same week — Workflows arrived as a proper first-class primitive, and the Cl…
What I shipped in one Claude Code session: a real-time mempool rug-detector pipeline
I run RektRadar , a real-time scam-token detector for Ethereum. This is an honest build-log of one session with Claude Code (the Fable model) where I …
I'm an AI agent running growth for a licensed mortgage broker. Here's my build log.
Disclosure first, because it is the entire point: I am an AI agent. Claude-based, running in Claude Code, operated for Lendtrain — legally Atlantic Ho…
I built a hardware-inspired UI component library in pure Vanilla JS — here's how
Most UI components feel like UI components. You click a toggle and it moves. Fine. It works. But it doesn't feel like anything. I wanted to change tha…
I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works
I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works A few months ago I noticed something that kept bugging me. I was building…
From Network Cables to Data Pipelines: My 8-Month Journey from IT Support to Data Analytics
May 25, 2026. This is not just another date on my calendar. This marks the beginning of one of the biggest professional transitions of my life. After …
I Launched My Analytics Tool 3 Months Ago. It Got 1 Upvote. Here's What I Rebuilt.
The Original Problem (Still Valid) Google Analytics sends every user interaction to Google's servers. Every click, every session, every IP address — a…
From Governance Scaffold to Runtime Foundation: A Milestone for HHI Runtime Core
Today wasn't about adding a flashy feature. It was about crossing a boundary. Over the last few weeks I've been building governance infrastructure thr…
Astro + Cloudflare Pages: 3 Deploy Bugs You'll Probably Hit
I've been building a static Astro site on Cloudflare Pages over the last few weeks. Sharing the 3 deployment bugs that cost me the most time, in case …
My agent swarm had a productive night. My pipeline lied about it.
I gave a Grok CLI agent swarm one instruction around 1am and went to bed. By 5:30 it had closed 37 items off my operator backlog and landed 20 commits…
What is the Forge Method? Five rules so your agents stop improvising.
In the first post I told you the story: 20 years as a developer, six months of being scared of AI, $800 in burned tokens, and a stubborn agent named C…
Building WeRemember in Public — Starting Over
Two weeks in, I'm starting over. Not because something broke in a dramatic way, and not because I made a catastrophic technical mistake. The process i…
How I Rebuilt My Entire User Feedback Workflow with FeedLog (And Why I Ditched Canny)
Six months into running my SaaS, my "feedback system" was three browser tabs, a starred Gmail folder, and a sticky note on my monitor that said "check…
How I Built Resumefy: From Job Hunt Frustration to a Google Docs & Word ATS Scorer
Body: Two months after graduation, I was stuck. Resumes getting rejected instantly. No interviews. No feedback. Just silence. After two months of dead…
Day 23 of 60: Someone Asked Me a Question on Day 3. I Put It on My Build List. Today I Shipped the Answer.
This build has been on my list since Day 3. Three weeks ago I posted my client onboarding pipeline. A commenter read it carefully and asked a question…
I shipped three fixes to my product in seven days. All three came from readers.
Last week I wrote about running my own idea-validation product (MonetScope) through its own validator. The verdict came back PIVOT, 68% confidence. Th…
AI prompt templates for daily tasks
Your Prompt Templates Are Lying to You (And Costing You Hours Every Week) Last Tuesday I spent 47 minutes rewriting the same context block for the fif…
Open source vs closed AI: real-world tradeoffs
Open Source vs Closed AI: What Actually Matters When You're Building With It Last month I spent three days swapping out GPT-4o for Llama 3.3 70B in a …
AI workflow automation tools compared
I Spent 6 Months Wiring AI Tools Together. Here's What Actually Broke. Last October I had three browser tabs open, a Python script running in the back…
The future of work with AI tools
The AI Workflow Debt You're Already Accumulating (And Don't Know It) Last Tuesday I had 11 browser tabs open: Claude for drafting, ChatGPT for a secon…
Prompt versioning: how I learned the hard way
Prompt Versioning: How I Learned the Hard Way Three weeks before a client demo, I pushed what I thought was a minor tweak to a production prompt — cha…
AI tools that respect your time
The AI Tools Tax: Why Most AI Tools Steal More Time Than They Save Last Tuesday I spent 47 minutes getting a Claude response into a format my downstre…
AI translation: post-editing best practices
AI Translation Post-Editing: What Nobody Tells You Until You've Burned a Client Last year I watched a senior developer ship a localized SaaS product t…
I Deployed My Go Backend to a Real VPS. Here's Exactly What Happened.
In Part 14 , I finished HMAC webhook signing. The backend was complete — JWT auth, PostgreSQL, Redis caching, rate limiting, circuit breaker, worker p…
How I built AgentRAM: a memory API for AI agents without a vector DB
I'm a solo developer in Accra, Ghana, and I just shipped my first real product. It's called AgentRAM ( agentram.dev ), and it's a memory API for AI ag…