Frontend, backend and devops for the modern web.
You refresh the page and the screen stays blank. Or maybe a button click sends your CPU fan into overdrive. Then the console spits out the dreaded warning: Maximum update depth ex…
Enterprise AI has shifted. A few years back, convincing leadership to even test machine learning was an uphill battle. Now budgets exist. Pilots get greenlit. Use cases pile up on…
Every month around the tenth, the accounting team sends out the same request. They need five files from each client: a bank statement, a receipt archive, a payroll report, a sales…
Every product team eventually reaches the same fork in the road. Do you write separate Swift and Kotlin codebases for iOS and Android, or do you place your bet on a single cross p…
The login page rendered correctly. The REST API returned a 200 OK. The SaaS boilerplate spun up without a single linting error. In one afternoon, you finished what used to take a…
Doctors spend hours each week staring at screens instead of patients. The exact figure shifts depending on the study, but the complaint is universal: clinical documentation has be…
Shopify merchants love a good checklist. Install an app, paste in some structured data, run Google's Rich Results Test, and watch the validator turn green. The task is done, the s…
Building an operating system from scratch sounds like a job for kernel hackers writing C. But you can spin up a simplified simulation in Python in an afternoon, and you will quick…
For a working designer, a portfolio site sits in an awkward middle ground. It needs to look sharp, load instantly, and stay current without eating into billable hours. My old setu…
It starts with a Slack message. The build is red. You scroll through the failures, frown, and rerun the same test on your laptop. Green. You retry the CI job. Maybe it was a blip.…
Most RAG tutorials end at the notebook. They load a few polished PDFs, split the text every thousand characters, stuff the fragments into a vector database, and call it an archite…
AI assistants can reason, write, and code. Yet until recently, they have been locked out of the places where actual work happens. They cannot open your project files, query a cust…
When heavy monsoon clouds roll in, they test every weak spot in your house. Weeks of steady rain can turn a minor flaw into a serious headache: a stained ceiling, a flooded balcon…
Users press the back button more often than almost any other control in the browser. They expect the previous screen to appear immediately, exactly where they left it. Modern brow…
Converting HTML to PDF looks easy on paper. You build a polished template, drop in your data, and expect a document that mirrors the web page pixel for pixel. In reality, the pipe…
TypeScript 7 Is Officially Here TypeScript 7 is out. Microsoft rebuilt the core using the Go language. This change makes code compilation much faster. Your editor will feel faster…
Real Time Webcam to VRM Retargeting Can a browser drive a 3D avatar using only a webcam? I tested MediaPipe Holistic to see if it can estimate body, face, and hand movements to co…
The prototype, built on PostgreSQL with pgvector, swaps heavy prompts for a JSON schema that validates every claim. If the model can’t attach a chunk ID, the response is rejected and the user sees a clear “I don’t have enough information to answer that.”
The team’s shift from mock-server checks to consumer-driven contract testing grew contracts from 3 to 47, eliminating monthly integration failures and catching breaking changes before they hit production.
A Vercel-MERJ study shows GPTBot and ClaudeBot download only raw HTML, skipping JavaScript execution. As a result, client-side frameworks like React or Vue can dominate Google rankings while being invisible to AI assistants such as ChatGPT and Bing AI.
The guide walks you through generating a UUID session, splitting files into 5-10 MB chunks, persisting state in IndexedDB, and using exponential backoff with jitter so uploads survive network switches, device locks, and hotspot overloads.
The AI orchestrator queried the pending-jobs table, saw zero rows and entered idle mode, while an RLS policy silently filtered out every row for its service role. Jobs piled up unnoticed until the team added a canary-row check to expose the blind spot.
A recent blog warns that AI agents can invent tool names, supply mismatched arguments, or even fake successful outputs. The latter—dubbed a “silent crash”—lets flawed data cascade through pipelines, triggering false alerts and costly actions.
By assigning each cron run a unique lease ID, filtering on timestamps and labels, and logging lease metadata, teams can prevent stray messages from triggering duplicate or missed alerts—even when inboxes are shared.
