Frontend and backend development tutorials, frameworks, best practices, and the latest web technologies.
Last year, I built an automated bug-triage system for a client. It was elegant—pull data from Jira, analyze it with an LLM, write structured reports. Simple pipeline. I was proud of it.
I spent three hours on a Friday afternoon hunting for broken image links across a corporate WordPress site. My client had gone live that morning. By noon, they'd found a dozen issues I'd completely missed. The worst part? They were all preventable—test content I'd forgotten to de...
I shipped an API once that was technically correct. It had endpoints. It returned data. It had tests. My team called it "done" on a Friday afternoon, and I remember feeling that particular satisfaction of closing a ticket and moving on to the next feature.
I spent three hours last week helping a friend "secure" her digital life. We installed a VPN, switched to a privacy-focused browser, enabled two-factor authentication. She felt better. I felt like a charlatan. A week later, she was back to logging into everything with her Google...
I spent four hours last week debugging what should have been a five-minute fix. I was bouncing between a PHP API, a Python data pipeline, and a React frontend—all touching the same cart object. By the time I found it, I'd rewritten the same validation logic three times across thr...
Three months ago, I deployed a notification service that was supposed to be bulletproof. It was built on top of a job queue, had retries configured, monitoring in place, the whole checklist. Then at 2 AM, something broke during a routine deployment. The graceful shutdown didn't w...
I spent three hours debugging what I thought was a backend issue last month. The API endpoint returned 200 OK, the JSON parsed cleanly, but the data I needed wasn't there. Turned out the entire payload was a React app waiting for hydration. I was staring at a skeleton loader and...
Last month, I watched Claude generate a completely wrong folder structure for a React component I'd asked it to scaffold. Not *technically* wrong—it compiled fine—but wrong for *our* project. It didn't know about our feature-based colocation pattern. It didn't know we validate ev...
I spent three hours debugging a contract deployment yesterday that, by all accounts, worked perfectly. The compiler was happy. My tests passed locally. I got an address back from the deploy command. Then I hit submit on a quest and got told the contract didn't exist on chain. Tha...
Last year, I was asked to help a physical therapy clinic in Rawalpindi automate their appointment reminders. Seemed simple enough—send SMS confirmations the day before, capture cancellations via reply, done in a weekend. It wasn't. After pricing out Twilio, AWS SNS, and every oth...