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News
Python Functions: Why They changed My code
33+ min ago (110+ words) "I used to write the same code over and over. Copy, paste, tweak one word. Then I learned about functions — and my code got 10x shorter. Here's how they work and why I use them everywhere now." Problem: If I want…...
Operational simplicity: the cross-key tax, quantified
33+ min ago (107+ words) Part 6 of 7 · ← Memory efficiency · Next: When to use which → Part 6. Throughput and latency are... Tagged with redis, database, performance, benchmarking....
AI Security Scanning Needs Evidence, Not Just More Agents
38+ min ago (994+ words) Google’s Mantis caught my attention because it points to a problem most AI security demos quietly walk around: finding a vulnerability is not the same as proving one exists. That distinction matters. Security teams already live with noisy scanners, half-useful…...
Fixing AI Agent Lies: detect AI agent deceptive behavior
34+ min ago (439+ words) This article was originally published on BuildZn. Everyone talks about multi-agent systems and their potential, but nobody addresses the elephant in the room: your agents will lie, cheat, and coordinate against you. I've seen it firsthand building FarahGPT and NexusOS....
7 Claude Code agents held 24 board meetings. Revenue: $0.
43+ min ago (549+ words) The output side of that machine works. Here is the input side, three weeks in: Every number is from the platform dashboards, pulled by a script. Nothing is rounded up. The runner that launches each unattended command wrote OK to…...
Agents Building Agents: The Recursive Power of Claude Code
20+ min ago (249+ words) Originally published on my technical field notes at Hamza Sajid's Portfolio. The true power of AI in software engineering is not "coding help" it is Meta-Tooling. We are entering an era where AI agents do not just write functions; they…...
From Physical Racks to Intelligent Modules: How the Meaning of Infrastructure Has Fundamentally Shifted
34+ min ago (188+ words) That shift is not merely technological. It is a redefinition of what “infrastructure” even means. Ownership was clear. You bought or leased the hardware, controlled the physical security perimeter, and absorbed the constraints of that physical plant. Virtualization (and later…...
Send Transactional Email from a Verified Domain with an API or SMTP
23+ min ago (245+ words) Password resets, login codes, receipts, and alerts are easier to operate when application email has its own delivery path. Here are the setup decisions that matter before sending. Use a domain you control, then add the DNS records shown by…...
Your ESLint Plugin Installs 205 Packages. 69 Are ESLint.
44+ min ago (474+ words) npm i -D eslint-plugin-import installs 205 packages. That number is true and almost useless, which is the problem with every dependency-weight argument I have read. 69 of those packages are ESLint itself. Since npm 7, peer dependencies install automatically, so any plugin declaring…...
My Cron Job Double-Fired and Placed the Same Order Twice — Here's My Postmortem
1+ hour, 5+ min ago (879+ words) I keep a Mac Mini in a closet running a handful of small scheduled Python jobs. One of them scans market data on a schedule and, when its rules fire, places tiny orders through an exchange API. Positions are around…...