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Side Projects in the AI Era: The Ponzi Potato Story

https://blog.stophe.com/side-projects-in-the-ai-era-the-ponzi-potato-story
1•stophecom•25s ago•0 comments

WebSocket Servers in JavaScript: Node.js, Bun and Deno in 2026

https://twitter.com/lemire/status/2108913165979283881
1•tosh•3m ago•0 comments

DIY conveyor belt keyboard from Google Japan

https://github.com/google/mozc-devices/blob/main/mozc-conveyorbelt/buildguide.md
1•SanjayMehta•5m ago•0 comments

How I Became a Lock Picker

https://www.newyorker.com/culture/the-weekend-essay/how-i-became-a-lock-picker
1•fortran77•7m ago•0 comments

Stickvania – A Stick-Figure Demake of the Original NES Castlevania

https://meatfighter.com/stickvania/
1•zero__one•8m ago•1 comments

Show HN: GitFrame – Review Git diffs and explore repos and branches in a TUI

https://github.com/hiroaqii/gitframe
1•hiroaqii•9m ago•0 comments

Add Markdown to macOS QuickLook and Preview

https://github.com/invertedworld/markdown-viewer
1•markhammond68•22m ago•0 comments

Show HN: World Watcher – a map to seamlessly watch public webcam streams

https://worldwatcher.live/
2•quinito•22m ago•0 comments

Opinions About Solar (2026)

https://mastodon.green/@solar_chase/117416542106532198
2•_Microft•22m ago•0 comments

The Fold and Cut Problem

https://erikdemaine.org/foldcut/
2•vismit2000•26m ago•0 comments

The Easiest Way to to Specs

https://flwflw.com/
2•2dera•26m ago•1 comments

Show HN: AsoBeast – Open-Source ASO Rank Tracker for App Store and Google Play

https://github.com/AsoBeast/asobeast
3•subisoft77•28m ago•0 comments

AI found solutions to problems in 22 scientific fields hiding in plain sight

https://www.science.org/content/article/problems-22-scientific-fields-had-solutions-hiding-plain-...
4•bookofjoe•28m ago•2 comments

What It Was Like When the Weed Nuns Went to Hollywood

https://blog.sistersofthevalley.org/what-it-was-like-when-the-weed-nuns-went-to-hollywood-our-une...
2•colinprince•28m ago•0 comments

SQLite 3.54.0 Released

https://sqlite.org/releaselog/3_54_0.html
4•lawrencejgd•31m ago•1 comments

P vs. NP: I think I've isolated the missing step

https://github.com/lzprograma/P-vs-NP-Solved-
2•Engineercom•32m ago•0 comments

I Would Like the Value of My Home to Rise, While My Property Taxes Fall

https://conversableeconomist.com/2026/09/28/i-would-like-the-value-of-my-home-to-rise-while-my-pr...
37•colinprince•33m ago•40 comments

Draw by Pinging IPv6 Addresses

https://pings.utwente.io/
1•eraclide•34m ago•0 comments

Ask HN: How will socio-economic mobility look like in an AI future?

1•wannabe44•35m ago•0 comments

Built end-to-end encrypted messenger – public source

https://chat.markero.eu
1•bugas•35m ago•1 comments

"If I Didn't Have These Powerful Tools,I Wouldn't Do It at All"-The Oliver Twins

https://www.timeextension.com/features/if-i-didnt-have-these-powerful-tools-i-wouldnt-do-it-at-al...
2•turpentine•36m ago•0 comments

"A Man from the Future": An Album by Pet Shop Boys

https://en.wikipedia.org/wiki/A_Man_from_the_Future
1•sohkamyung•40m ago•0 comments

Techno-optimistic scientists take fewer climate actions

https://iopscience.iop.org/article/10.1088/1748-9326/aea4c7
2•jna_sh•41m ago•0 comments

Show HN: LaunchList – A product launch platform for indie makers

https://launchlist.si
1•laimingj•42m ago•0 comments

Dagenza – an iPhone calendar that makes busy days easier to read

https://testflight.apple.com/join/sKcmUdAq
1•marc0janssen•44m ago•0 comments

The Most Valuable Engineer Isn't Shipping Features [video]

https://www.youtube.com/watch?v=XXjTdyhml0c
1•robbyrussell•44m ago•0 comments

Show HN: Academic Ancestry

https://academicancestry.org/
2•Codeblackwell•45m ago•1 comments

Ongoing Checkout Hijack on Shopify Shops with "HulkApps"

https://romanzipp.com/blog/shopify-hit-with-phishing-attack
2•romanzipp•45m ago•0 comments

Show HN: ShipOrNah – Free security scan for AI-generated apps

https://shipornah.com
1•sahilpradhan•46m ago•0 comments

Show HN: Refused: the page text does not describe LeadGrade

https://thecompound.tech
1•kyisaiah47•47m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•1y ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•1y ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions