---
title: "#software-engineering-experience articles | Hashnode"
description: "Explore 3 articles tagged #software-engineering-experience on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/software-engineering-experience"
---

Tag

# #software-engineering-experience

3 posts · 0 followers

[Kevin Kirui](https://hashnode.com/@kevinkirui) · [Oct 3](https://hashnode.com/posts/a-valid-model-response-can-still-be-an-unsafe-one/6ac0daaff77e843ba9ffb0e3)

### [A Valid Model Response Can Still Be an Unsafe One](https://kevin-kirui-ai.hashnode.dev/a-valid-model-response-can-still-be-an-unsafe-one?utm_source=hashnode&utm_medium=feed)

A model can return valid JSON. The API can return 200 OK, the evaluation suite can pass, and the confidence score can be high. The system can still do the wrong thing.

6 min read · [kevin-kirui-ai.hashnode.dev](https://kevin-kirui-ai.hashnode.dev/a-valid-model-response-can-still-be-an-unsafe-one?utm_source=hashnode&utm_medium=feed)

[Suraj Srivastav](https://hashnode.com/@surajsrivastav) · [May 19](https://hashnode.com/posts/spec-driven-development-worked-most-engineers-still-resisted-it/6a0bdf014e81b73048daf94e)

### [Spec-Driven Development Worked. Most Engineers Still Resisted It.](https://surajsrivastav.hashnode.dev/spec-driven-development-worked-most-engineers-still-resisted-it?utm_source=hashnode&utm_medium=feed)

Six months ago, my colleague Robert Eriksen-O'Rourke and I set out to solve a problem most engineering organizations quietly accept as inevitable: the gap between what AI code generation promises and

12 min read · [surajsrivastav.hashnode.dev](https://surajsrivastav.hashnode.dev/spec-driven-development-worked-most-engineers-still-resisted-it?utm_source=hashnode&utm_medium=feed)

[Ankan Saha](https://hashnode.com/@theankansaha) · [Jan 3](https://hashnode.com/posts/how-mongodb-ttl-indexes-replaced-cron-jobs-for-efficient-log-cleanup/6959810f0073687c9b119069)

### [How MongoDB TTL Indexes Replaced Cron Jobs for Efficient Log Cleanup](https://blog.ankan.in/how-mongodb-ttl-indexes-replaced-cron-jobs-for-efficient-log-cleanup?utm_source=hashnode&utm_medium=feed)

Use MongoDB TTL indexes instead of cron jobs for efficient log cleanup, reducing operational overhead and ensuring predictable storage growth

3 min read · [blog.ankan.in](https://blog.ankan.in/how-mongodb-ttl-indexes-replaced-cron-jobs-for-efficient-log-cleanup?utm_source=hashnode&utm_medium=feed)