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News
Python Functions: Why They changed My code
39+ 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
39+ 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
44+ 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
40+ 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.
49+ 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
26+ 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…...
Send Transactional Email from a Verified Domain with an API or SMTP
28+ 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.
50+ 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, 11+ 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…...
The AI Augmented Parallel SDLC
53+ min ago (424+ words) A delivery model that replaces the chain of handoffs: discover once, run design, build and QA in... Tagged with ai, productivity, leadership, softwareengineering....