frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Miss

https://geckopico.substack.com/p/dont-blame-the-ai-blame-those-training
1•aimmia•5m ago•0 comments

IPv8 Proposal

https://www.ietf.org/archive/id/draft-thain-ipv8-00.html
5•EvanZhouDev•8m ago•1 comments

Why Sal Khan's AI revolution hasn't happened yet, according to Sal Khan

https://www.chalkbeat.org/2026/04/09/sal-khan-reflects-on-ai-in-schools-and-khanmigo/
1•the-mitr•9m ago•0 comments

Airbnb discloses a billion-series Prometheus metrics pipeline

https://medium.com/airbnb-engineering/building-a-high-volume-metrics-pipeline-with-opentelemetry-...
1•jmarbach•14m ago•0 comments

Implementing Style Transfer from Scratch

https://github.com/aldipiroli/StyleTransfer_from_scratch
2•tgnk2341•14m ago•0 comments

US jobs too important to risk Chinese car imports, says Ford CEO

https://arstechnica.com/cars/2026/04/us-jobs-too-important-to-risk-chinese-car-imports-says-ford-...
1•teleforce•17m ago•1 comments

How Smart Organizations Will Use AI: Jevons Paradox and Workforce Impact [video]

https://www.youtube.com/watch?v=XVNH8MPRgVY
1•LordNibbler•18m ago•0 comments

Flooding in Chicago is getting worse. Here's why

https://www.wbez.org/environment/2026/04/10/flooding-chicago-climate-change-deep-tunnel-mold-metr...
1•rawgabbit•19m ago•0 comments

AWS/GCP too expensive? Cloudexit.pro will help you move to bare-metal

https://cloudexit.pro/
9•avallark•23m ago•6 comments

Ask HN: How to highlight talent from untraditional backgrounds?

3•etherus•25m ago•0 comments

Engels' Pause and the Permanent Underclass

https://www.fabricatedknowledge.com/p/mythos-and-engels-pause
2•zdw•29m ago•0 comments

Microsoft faces fresh Windows Recall security concerns

https://www.theverge.com/report/912101/microsoft-windows-recall-new-security-concerns-response
1•croes•31m ago•0 comments

Show HN: Centrality – Visualize your how Claude Code operates on your codebase

https://www.centrality.sh/
1•sorenjmadsen•35m ago•0 comments

Git blame your Claude Code setup

https://breaking-changes.blog/treat-your-claude-code-setup-like-a-dev-project/
1•oakhan3•38m ago•0 comments

A short note on interpretability and minds

https://ericjmichaud.com/interp-and-minds/
1•jdkee•41m ago•0 comments

Gemini for Mac

https://gemini.google/mac/
1•thatxliner•41m ago•0 comments

Show HN : ec – terminal nativie Git conflict resolver

https://github.com/chojs23/ec
1•neozz•42m ago•1 comments

Why Israel is Trying to Conquer 10% of Lebanon [video]

https://www.youtube.com/watch?v=LwdSfdEkXPA
2•dataflow•43m ago•0 comments

Open source telemetry solved – Trackables

https://trackables.org
1•blakletter_•44m ago•1 comments

They Lie So

https://unintendedconsequenc.es/they-lie-so-truly/
1•paulorlando•45m ago•0 comments

AI as an attorney? Student uses ChatGPT, Gemini to sue UW

https://www.kuow.org/stories/ai-as-attorney-this-student-is-using-it-to-sue-uw-over-alleged-racia...
1•Umofomia•46m ago•0 comments

A Look into NaviDial, Japan's Legacy Phone Service

https://www.tokyodev.com/articles/a-look-into-navidial-japan-s-legacy-phone-service
13•pwim•52m ago•0 comments

Private decentralized inference on consumer hardware [pdf]

https://github.com/Layr-Labs/d-inference/blob/master/papers/dginf-private-inference.pdf
1•andsoitis•53m ago•0 comments

Spirit Airlines could liquidate as early as this week

https://www.cnbc.com/2026/04/15/spirit-airlines-could-liquidate-as-early-as-this-week-sources-say...
2•jbegley•54m ago•0 comments

Show HN: QEV – Free offline encryption vault for 5 platforms

https://secure.imagineqira.com/downloads
1•EGCstudy•57m ago•0 comments

High Amplitude Disagreeableness

https://staysaasy.com/startups/2026/04/15/high-amplitude-disagreeableness.html
1•gpi•57m ago•0 comments

Charts-of-Thought: Enhancing LLM Visualization Literacy (PDF, 2026)

https://www3.cs.stonybrook.edu/~mueller/papers/Charts%20of%20Thought%20TVCG.pdf
1•delfrrr•58m ago•0 comments

The Moon Caused This Bridge to Be Built Wrong [video]

https://www.youtube.com/watch?v=cATbD1_6d9o
1•bane•59m ago•0 comments

Things you didn't know about indexes

https://jon.chrt.dev/2026/04/15/things-you-didnt-know-about-indexes.html
1•rockstar2001•59m ago•0 comments

Pentagon approaches automakers, manufacturers to boost weapons production

https://www.msn.com/en-us/money/companies/pentagon-approaches-automakers-manufacturers-to-boost-w...
4•anigbrowl•59m ago•2 comments