4 points, 2 comments on Hacker News
Source: [Hacker News](https://www.netgate.com/blog/pfsense-at-20)
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The Illusion of Reasoning: Why Business Model AI Agents Go "Bananas"—and Why Custom Control is the Real Fix
We’ve all been there. You spend time crafting precise, crystal-clear instructions (perhaps drafting them with an advanced model like Claude) just to hand them off to an agentic coding tool like Kilo Code, expecting a smooth execution. Instead, you watch in slow-motion horror as the AI goes comp...
Analyzing 454 Express Entry draws with pandas: what IRCC's own data says about Canada's CRS cut-offs
Canada's Express Entry system publishes every "round of invitations" it runs: the date, the program or category, how many people were invited and the lowest Comprehensive Ranking System (CRS) score that got an invitation. IRCC puts this in a JSON feed behind its rounds of invitations page. I cl...
What Abstraction Does React Introduce?
JavaScript could already update the DOM. So why did we need React? In my previous post, we discussed the history of Web UI and how it evolved from HTML to React.
🎃 Halloween for Developers: A World Full of Bugs, Ghosts & Endless Debugging! 👻
It's Halloween! While the world is afraid of ghosts, developers are afraid of something much scarier... PRODUCTION BUGS!
Galactus the Devourer and the exponential time hypotheses
1 points, 1 comments on Hacker News
Debug a Flaky CI Test from Structured Test Replay JSON
A flaky test gives you an unusually valuable experiment: the same test failed and then passed inside one recorded run. Instead of rerunning it until the failure disappears, compare the attempts. The Cypress Cloud CLI exposes Test Replay commands, network requests, and console logs as JSON.