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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

The Shortcut No One Talks About in Early Stage Startups

1•vibecoder21•2m ago•0 comments

Solar in poor countries is creating a lead hazard

https://www.slowboring.com/p/solar-in-poor-countries-is-creating
1•ep_jhu•2m ago•0 comments

Show HN: Bashd – Helper scripts for bulk CLI file management

https://github.com/terpinedream/Bashd
1•terpinedream•5m ago•0 comments

No-backprop SNN scores 98.2% on Split-MNIST task-incremental, age 14

https://github.com/theGcmd/SNNcontinual-learning
1•theGcmd•5m ago•0 comments

Major data leak forum dismantled in international cybercrime operation

https://www.europol.europa.eu/media-press/newsroom/news/major-data-leak-forum-dismantled-in-globa...
1•dryadin•6m ago•0 comments

Show HN: Scout-and-Wave – Parallel agent coordination via prompts

https://github.com/blackwell-systems/scout-and-wave
2•daynablackwell•6m ago•0 comments

New RAGLight feature: deploy a RAG pipeline as a REST API with one command

https://github.com/Bessouat40/RAGLight
2•bessouat40•7m ago•1 comments

Monday CEO "If you think about any company, 90% of the context isn't documented"

1•kalturnbull•7m ago•0 comments

The Best AI Tools That Respect Your Privacy

https://decrypt.co/359454/best-ai-tools-respect-privacy
3•eustoria•7m ago•0 comments

Agent frameworks are solving the wrong problem

https://github.com/MrPrinceRawat/kanly
2•mrprincerawat•8m ago•1 comments

Ask HN: Will using LinkedIn with OpenClaw get me banned?

2•Vishal19111999•9m ago•0 comments

A taxonomy of text output (from tools that want to be too clever)

https://utcc.utoronto.ca/~cks/space/blog/sysadmin/ProgramTextOutputTaxonomy
1•ingve•9m ago•0 comments

Ask HN: Will using WhatsApp with OpenClaw get my account banned?

2•Vishal19111999•9m ago•0 comments

Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities

https://pebblebed.com/blog/kernel-bugs-part2
1•MBCook•9m ago•0 comments

The uncomfortable truth about getting people off US tech

https://blog.dougbelshaw.com/getting-off-us-tech/
1•eustoria•10m ago•0 comments

Eight Sleep raises $50M at $1.5B valuation

https://techcrunch.com/2026/03/04/eight-sleep-raises-50m-at-1-5b-valuation/
1•simonebrunozzi•10m ago•0 comments

Show HN: Non-Human Assistant with near AGI capabilities

https://github.com/AmplifyCo/novabot
1•amplifyco•10m ago•0 comments

Show HN: QLoRA fine-tuning in .zse INT4 format by ZSE

1•zyoralabs•11m ago•0 comments

Bluesky's Firehose in 3D

https://firehose3d.theo.io/
1•thrance•15m ago•0 comments

Tape as Context

https://tape.systems/
1•recrush•15m ago•0 comments

Stockpile witholding funds, support is non-existent

1•kaishiro•18m ago•0 comments

How Tech Turned Against Women

https://www.ft.com/content/60e2a900-8999-46cc-8107-4f468f442aae
3•mooreds•18m ago•1 comments

Show HN: CodexBar for Android – Monitor Claude quotas on your phone

https://github.com/hyunnnchoi/CodexBar-android
1•hyunnnchoi•18m ago•0 comments

Lovable Alternative for Product Teams

https://www.omniflow.team
1•stellaartois•18m ago•1 comments

DARPA to develop biological chips for low-power AI training at the edge

https://www.datacenterdynamics.com/en/news/darpa-o-circuit-program-aims-to-develop-unconventional...
1•giuliomagnifico•19m ago•0 comments

The Taxonomy of Pointers (2025)

https://mcyoung.xyz/2021/05/24/ptr-taxonomy/
3•vinhnx•19m ago•0 comments

Why we'll never see a yokozuna in the Super Bowl

https://www.japantimes.co.jp/sports/2026/02/11/sumo/sumo-vs-nfl/
1•PaulHoule•19m ago•0 comments

The Art of Formatting Code (2025)

https://mcyoung.xyz/2025/03/11/formatters/
1•vinhnx•19m ago•0 comments

The Prolific Output of Wes McKinney in the Age of Agentic Engineering

https://posit.co/blog/the-prolific-output-of-wes-mckinney-in-the-age-of-agentic-engineering/
5•richmeister•20m ago•0 comments

Brian Cox: The terrifying possibility of the Great Filter [video]

https://www.youtube.com/watch?v=rXfFACs24zU
1•whicks•20m ago•0 comments