frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

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

Under the Hood of Codex Security

https://twitter.com/GustavHartz/status/2084926544800035266
1•GustavHartz•1m ago•0 comments

Building a Rust Inference Engine That Matches Llama.cpp

https://www.fratepietro.com/2026/ferrox-rust-gguf-inference-engine/
1•antonellof•5m ago•0 comments

Remover – AI tool to remove unwanted objects from videos

https://remover.work
1•lisaluan•5m ago•0 comments

GitHub Account Breach Fuels Shai-Hulud NPM Supply Chain Attack

https://www.esecurityplanet.com/threats/github-account-breach-fuels-shai-hulud-npm-supply-chain-a...
1•doodlebugging•10m ago•1 comments

Hackers' AI chat logs reveal evolving tactics

https://www.axios.com/2026/08/04/exclusive-hackers-ai-chat-logs-reveal-evolving-tactics
1•laacz•12m ago•0 comments

Show HN: I created a new Deep Learning Framework

https://picodl.vercel.app
1•alight•12m ago•0 comments

US Military GPS jamming operations cause civilian aircraft crash and wildfires

https://apnews.com/article/new-mexico-plane-crash-medevac-ntsb-gps-d95ba57711f926082d7f11d2c20f0f0d
1•ambigious7777•15m ago•0 comments

The workers caught in the AI transition

https://www.bbc.com/news/articles/cgr7nxve05go
1•geox•15m ago•0 comments

I-have-ADHD – A skill for coding assistant that stops it from burying the answer

https://github.com/ayghri/i-have-adhd
1•vismit2000•16m ago•0 comments

Brk or bust – a Kelly bet simulator

https://jaamesd.github.io/kelly-game/
1•andromeduck•18m ago•0 comments

OpenAI and Anthropic models went rogue in cyber tests, UK watchdog says

https://www.ft.com/content/480c18a3-e661-4c7c-aaa0-1763887144a2
3•tdsone3•21m ago•0 comments

Subscription-free LoRa Meshtastic phone built for reliable on and off-grid

https://specfive.com/products/spec5-spectre-pro
1•DanielSusca•22m ago•0 comments

Ferrari's Controversial Luce EV Has Reportedly Sold Out

https://robbreport.com/motors/cars/ferrari-luce-2026-production-run-sold-out-1238515555/
1•ZeljkoS•23m ago•0 comments

Soppo – A language that compiles to Go, with the features it's missing

https://github.com/halcyonnouveau/soppo
1•aghuang•23m ago•0 comments

SpaceX rocket part believed to have hit Moon as NASA prepares to study crash

https://www.bbc.com/news/live/cr3w09314x54t
2•hahahaa•23m ago•0 comments

GPT 5.6 Has 72 Possible Configurations. What's a Good Default?

https://sebastianraschka.com/blog/2026/gpt-5-6-configurations.html
1•alexmolas•26m ago•0 comments

Show HN: ModelPlane, one OpenAI-compatible gateway for AI models

https://modelplane.dev/
1•cyrbuzz•28m ago•0 comments

Apple Challenges UK iCloud Backdoor Order

https://reclaimthenet.org/apple-challenges-uk-icloud-backdoor-order
3•anonymousiam•32m ago•0 comments

When Compilers Disagree About UTF‑8

https://nemanjatrifunovic.substack.com/p/when-compilers-disagree-about-utf8
3•rbanffy•38m ago•1 comments

Nauru officially changes its name to Naoero

https://www.theguardian.com/world/2026/aug/03/nauru-officially-changes-its-name-to-naoero
2•Someone•39m ago•0 comments

Show HN: Online Sound Test, browser audio tests with guided troubleshooting

https://onlinesoundtest.com
1•zylics•39m ago•0 comments

Show HN: HN: Sandbox Your Agent with Runeward

https://github.com/Runewardd/runeward
1•tha_infra_guy•41m ago•0 comments

The Lua community needs to learn to move on

https://hisham.hm/2026/08/04/the-lua-community-needs-to-learn-to-move-on/
1•matheusmoreira•41m ago•0 comments

The Surprisingly Roots of the Renaissance Fair

https://www.smithsonianmag.com/history/the-surprisingly-radical-roots-of-the-renaissance-fair-180...
1•pantalaimon•43m ago•0 comments

Japan casts military buildup as path to economic prosperity

https://www.reuters.com/world/asia-pacific/japan-casts-military-buildup-path-economic-prosperity-...
2•mapping365•44m ago•0 comments

More than 400 detained, 156 of them minors, due to the wave of fires in France

https://www.democrata.es/en/international/more-than-400-detained-156-of-them-minors-due-to-the-wa...
1•fodmap•46m ago•0 comments

Time travellers are using LinkedIn to teach us about artificial intelligence

https://www.ft.com/content/4a4b442c-7ae4-4553-bcab-d744d8d46c79
1•97-109-107•51m ago•0 comments

Beating Castlevania with Antithesis

https://antithesis.com/blog/castlevania/
1•luu•51m ago•0 comments

SpaceX rocket thought to have crashed into the moon in unintentional collision

https://www.theguardian.com/science/2026/aug/05/spacex-rocket-moon-crash-impact-falcon-9
1•tosh•51m ago•0 comments

Wispr Flow launches a Granola-styled meeting notetaker

https://techcrunch.com/2026/08/05/wispr-flow-is-preparing-to-launch-a-meeting-notetaker-updated-t...
2•ramn7•53m ago•0 comments