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News
Python Functions: Why They changed My code
25+ 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
25+ 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
30+ 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
26+ 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.
35+ 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
12+ 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
26+ 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…...
Software Professor Challenged His Class to Write a Program in as Few Lines as Possible???So He Did It With Zero Lines
1+ hour, 59+ min ago (1518+ words) School professors often use various types of challenges or competitions to try to encourage students to do their best. What would you do if you were taking a developer class, and your professor challenged the class to complete an assignment…...
Ministral 3 8B vs Mistral Medium 3.5 - AI Model Comparison
2+ hour, 11+ min ago (18+ words) OpenCode Related comparisons. Other model pairs to check....
Hyper??? Agenticness Score 22/36, Pricing & Alternatives
1+ hour, 13+ min ago (321+ words) Autonomous engineering system that plans, builds, tests, and opens PRs Hyper is a cloud-based autonomous software engineering platform for turning product objectives into tested code in your GitHub repositories. It plans work, runs parallel agent sessions in isolated lanes, verifies…...