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How I'm turning my coding skills, creative ideas, and curiosity into practical digital solutions. As developers, we often start by learning a program
A lot of OSINT work dies at the first step: Telegram's official API only sees channels you join, and joining 200 channels to monitor 200 channels is n
Have you ever wanted to experiment with Kubernetes Horizontal Pod Autoscaler (HPA) without spinning up costly cloud clusters on AWS, GCP, or Azure?
You have three groups and one question: do their averages differ? So you do the obvious thing. You run a t-test on A vs B, another on A vs C, and a t
The Problem No One Warns You About When Telegram introduced video avatars, the spec seems simple: a square video, under 10 seconds, under 2
I had a tiny Python job that passed in my editor and then died on a clean remote interpreter. My hands went straight back to the chat box, because the
Outlier detection looks like a solved problem. Sort the data, compute quartiles, multiply by 1.5, done. Then you run the same dataset through Excel, N
An open seed ledger cannot authorize a flake freeze. A property failure on an agent patch is eligible only after the planned seeds were all attempted,
Capture Coupon Order Before One Rate Extract Pin coupon order before you extract one rate function. A mixed checkout hides stacking, mutati
Hey DEV. I'm Eli. A year ago I had an idea: protect seniors from the scammers who target them daily. I can't write code. But I can direct AI. Here's
Short answer: a daily scheduled email handler should create one durable job per recipient or bounded batch, then return; workers should send with a st
TL;DR — Structured output and function calling guarantee that an LLM's response parses — they say nothing about whether the values inside it are true
People who watch a long review or a setup tutorial are informed critics, and they leave their complaints in the comments. This post covers choosing th
You sit down with a side project on Saturday morning. You want a tiny health page for one public repo. By noon the plan has three screens and no demo.
You are halfway through a review when a teammate drops a screenshot in the channel. The caption is a coding-agent pass rate. The log is a scroll away,
Python can power web applications, APIs, automation, data platforms and AI-enabled products. For UK businesses, hiring a Python development company ca
Building an automated airdrop monitor has become essential for traders and DeFi enthusiasts looking to maximize yield without constant manual interven
Generated command documentation fails in review when example lines are invented rather than recorded from a controlled run. A fixture ledger should fr
Pylerium local operations Open-source on GitHub: Pylerium Guides & Previews · Detailed authoring guides: Workshop and terminal