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News
Agentic Synthetic Data Generation
48+ min ago (114+ words) The next bottleneck in AI isn't compute. It's high-quality data. 💡 As public web data hits saturation, the most interesting shift in LLM and Agent development is the rise of Agentic Synthetic Data Generation. 1️⃣ Autonomous agents run in simulated environments to…...
A Telegram job alert bot in 60 lines of Python, on live ATS data
1+ hour, 21+ min ago (456+ words) Job boards go stale fast. By the time a weekly digest reaches you, the interesting roles have been open for a month. So let's build the smallest thing that fixes that: a Telegram bot that wakes up, asks one API…...
The Illusion of String.length: How to safely count Unicode, Emojis, and Words in JS
1+ hour, 49+ min ago (173+ words) If you are building a text input that restricts users to a specific character limit (like a tweet, an SMS gateway, or an SEO meta tag), your first instinct is probably to use String.prototype.length. If you are doing…...
Designing a deterministic browser-side photo analysis flow
3+ hour, 8+ min ago (196+ words) While building a small browser-based facial-proportion tool, I found that a few engineering choices matter more than adding another model. The pipeline starts with 478 detected facial landmarks and derives four displayed proportions: harmony, symmetry, eye area, and jawline. The important…...
I Replaced Chroma, Qdrant, and Pinecone With a SQLite File
2+ hour ago (165+ words) I needed a vector DB that didn’t require a daemon. SQLite was already there. Every RAG tutorial starts the same way. Step one: install …...
I Rewrote One Function in Squirrel, Then in C. One Line of Python Was Just as Fast.
7+ hour, 37+ min ago (543+ words) I maintain a 2D game engine in Python called ABS Engine. Last week I decided it needed C. Not because anything was slow. That is the embarrassing part. I wanted to drop a.c file into a folder and call it from Python…...
How to Build Your First AI Automation Workflow From Scratch (A Beginner’s Walkthrough)
3+ hour, 23+ min ago (33+ words) The first automation you build doesn’t need to be smart. It just needs to work. Most people put off building …...
3+ hour, 42+ min ago (99+ words) Synchronous JavaScript executes code one statement at a time, in order. Each task generally has to finish before the next one runs.Continue reading on Medium » 𝗦𝘆𝗻𝗰𝗵𝗿𝗼𝗻𝗼𝘂𝘀 & 𝗔𝘀𝘆𝗻𝗰𝗵𝗿𝗼𝗻𝗼𝘂𝘀 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁. Synchronous JavaScript executes code one statement at a time, in order....
I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
8+ hour, 44+ min ago (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...
Building Backend Services in Go in the Age of Agentic AI
4+ hour, 12+ min ago (1530+ words) Why boring, explicit code wins when the most frequent reader of your code isn’t human. For a long time, the people reading my code were …...