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Introduction: Bridging the Gap Between JavaScript Object References and C Pointers The journey of a self-taught developer often involves drawing parallels between known and unknown concepts to accelerate understanding. One such parallel frequently drawn is between copying by reference in JavaScript
Prompt engineering started as a narrow craft and then grew into a much bigger idea. At first, it just meant learning how to write better instructions so a model would give better answers. That is still part of the job. But once people started building real AI agents, the question got bigger. It was
This article was originally published on Jo4 Blog. Everyone told me the same thing: "If you're building an affiliate marketplace, you need a payments team." No, you don't. You need a very clear opinion about what your platform should and shouldn't do. For jo4, that opinion is: we never hold, move, o
A rare week of total radio silence on GitHub—no commits, no PRs, and zero green squares. Sometimes the best thing for a codebase is for the developer to step away from the keyboard and focus on the bigger picture. If you looked at my GitHub contribution graph for this past week, you’d see a whole lo
Every morning I opened the session and started over. Not the work. The explaining. Who the client was. What we decided last week. Why that one file is the way it is. The three constraints that are obvious to me and invisible to the tool. I typed all of it again. Then again the next day. For months I
The Scraping Burst Vulnerability When you expose a valuable B2B SaaS API at Smart Tech Devs, you aren't just serving legitimate clients. You are constantly fending off aggressive data scrapers, rogue internal scripts, and micro-DDoS attacks. A client's poorly written cron job can accidentally fire 5
Liquid syntax error: Variable '{{% raw %}' was not properly terminated with regexp: /\}\}/
How I built browser-native semantic vector search using WASM — no server, no API keys, no per-query cost. Full code walkthrough with React. My documentation site had search that sent every user query to Algolia. Fine for open source (free tier), annoying for a paid product where $1/1K searches compo
I stumbled across steganography while researching privacy tools. The concept immediately caught me — not just encrypting data, but hiding the fact that data exists at all. Cryptography says "there's a secret here, but you can't read it." Steganography says "there's nothing here." That distinction ma
Open‑weight checkpoints now hand over every model capability to anyone who can download the file. A tiered architecture splits the network into public and private branches, and a secret key flips a small permutation of parameters to route computation through the private sub‑graph. Because the key go
Your vector database is returning results. Your retrieval pipeline is clean. But when you connect AgentCore to your production knowledge base, the answers drift. Sometimes hallucinated. Sometimes wrong. Sometimes dangerously confident about nothing. This is where the hands-on tutorials end and the r
You're staring at a Rails schema with 47 tables. The foreign key relationships are a bowl of spaghetti — timestamps everywhere, no documentation, and three different conventions for the same concept. Your PM wants a new feature by Friday. You open Copilot, paste the entire schema, and ask for a migr
The new PamStealer Mac malware appears to be surprisingly clever while it harvests data and login credentials in the background.
Is the $899 PS5 Pro a better value than the $1,049 Steam Machine? We look at the pros and cons of each platform to determine which offers more.
The TCL NXTPAPER 14 straddles the line between a giant tablet and a portable monitor, and it even comes with a case and a stylus in the box.
Lenovo launched the Legion Y700 (Gen 5) tablet in March, and now the company is working on a new version. Currently teased as the Y700 Unlimited (machine translated from Chinese), it's going to be made official in August, and it will have 5G support. Until then, we can expect to see more teasers in
I recently built a free online image processing tool that runs entirely in the browser. https://img.aixiaot.com The Problem Most online image tools require uploading your photos to someone else's server. This raises privacy concerns and limits file sizes. I wanted to build something that processes e
A question list for founders and tech leads before the contract is signed. The proposal lists features, design, and a twelve-week timeline. It says "App Store submission included" in one bullet. It does not say who owns the Apple Developer account, how release builds get produced, or what happens to
We have all seen the videos. A creator sits in front of a webcam, types a single sentence into a prompt bar: Build me a beautiful dashboard for an e-learning platform with dark mode, live chat, and smooth transitions, and watches in awe as hundreds of lines of code cascade down the screen. Twenty mi
Author: Jia Jingqiu - English web edition: 2026-07-01 https://www.jiajingqiu.com/agent-skills-multimodal/ Multimodal agents are moving from "can call tools" toward "can execute complex workflows reliably." In production, the bottleneck is often not model capability but skill design: when a skill sho
