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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

Double-double: 31 digits of precision without leaving the FPU

https://marekfiser.com/blog/double-double-arithmetic/
1•iliketrains•8m ago•0 comments

Where Did the Productivity Gains Go?

https://idiallo.com/blog/where-did-the-productivity-gains-go
2•firefoxd•9m ago•0 comments

Problematic Paper Screener

https://www.irit.fr/~Guillaume.Cabanac/problematic-paper-screener
1•nstj•10m ago•0 comments

Every fusion startup that has raised over $100M

https://techcrunch.com/2026/08/15/every-fusion-startup-that-has-raised-over-100m/
2•bushwart•11m ago•0 comments

Defuddle

https://defuddle.md/
2•monneyboi•12m ago•0 comments

LinkedIn Wants Users to Lean Less on AI. Maybe Less

https://www.wsj.com/cmo-today/linkedin-wants-users-to-lean-less-on-ai-maybe-a-lot-less-8e03b2aa
2•apparent•13m ago•1 comments

Mathematics in the Age of AI – Terence Tao

https://www.youtube.com/watch?v=M0--ZH1lOzg
2•tcp_handshaker•14m ago•0 comments

Is it okay to be intentionally ignorant?

https://www.vox.com/advice/497314/information-overload-overwhelm-deliberate-ignorance
3•XzetaU8•17m ago•0 comments

If Apple sends you a push notification about a spyware attack, take it seriously

https://techcrunch.com/2026/08/13/if-apple-sends-you-a-push-notification-alerting-you-to-a-spywar...
5•jethronethro•19m ago•1 comments

AI Stock Research Assistant · Streamlit

https://ai-stock-research-kiaan.streamlit.app
1•KiaanKothari•21m ago•0 comments

PK-SIM: tool for whole-body physiologically pharmacokinetic modeling

https://github.com/Open-Systems-Pharmacology/PK-Sim
3•wslh•26m ago•0 comments

Low-regret recommendations for AI policy

https://www.noahpinion.blog/p/23-low-regret-recommendations-for
1•paulpauper•28m ago•0 comments

Models Are Getting Dumber on Purpose

https://w4g1.dev/blog/models-are-getting-dumber-on-purpose
6•hruvhwe•29m ago•0 comments

The Problem with Child-Led Potty Training

https://www.theatlantic.com/family/2026/08/potty-training-delay-problem/688299/
1•paulpauper•29m ago•0 comments

The inconvenient truth about writing code by hand [video]

https://www.youtube.com/watch?v=bzYziksDslU
2•ManuelSuarez•29m ago•0 comments

Ask HN: What LLM subscription/provider to use with pi harness?

2•vira28•29m ago•0 comments

More large employers are turning to ICHRA as group costs climb

https://www.insurancebusinessmag.com/us/news/benefits/more-large-employers-are-turning-to-ichra-a...
3•andy99•31m ago•0 comments

Tlbic v12.0: to prevent suicide – To those contemplating ending life

https://drive.google.com/file/d/15-B6usZzpf0LwXpMXkvywnzV9nN568hK/view?usp=drive_link
1•michikawa59•32m ago•1 comments

You can just choose how many bugs you want now

https://nolanlawson.com/2026/08/16/you-can-just-choose-how-many-bugs-you-want-now/
1•headalgorithm•33m ago•1 comments

Simulating Claude-Style Chinese Risk Control and UX in DeepSeek Harness

https://github.com/eri64/dsh-claude-ux
1•Sha1rholder•34m ago•0 comments

Show HN: I built a free ATS for small hiring teams

https://www.interviewwatch.com/ats/
1•bhuvanbk007•35m ago•0 comments

Show HN: Agent6 – coding agent with jailed commands and editable state machines

https://github.com/agent6-dev/agent6
1•elesiuta•38m ago•0 comments

On-device tennis line calling with two iPhones on tripods [video]

https://www.youtube.com/watch?v=Ea2i5mtKng8
1•Austin_Conlon•39m ago•0 comments

Quick-search: An universal search app for Android

https://github.com/teja2495/quick-search/
1•thunderbong•39m ago•0 comments

U and non-U English examples

https://en.wikipedia.org/wiki/U_and_non-U_English
3•isomorph•40m ago•2 comments

Show HN: Declarative-forms – await an object the way prompt() awaits a string

https://wolfoo2931.github.io/declarative-forms/
1•WolfOliver•40m ago•0 comments

John Carlos Baez: How many Erdős problems will be solved by the end of the year?

https://mathstodon.xyz/@johncarlosbaez/117105042105698101
2•ColinWright•41m ago•0 comments

Volonaut Airbike – Test Riding a Flying Speeder Bike [video]

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

Protobuf has LSP support. You're welcome

https://buf.build/blog/protobuf-lsp
6•theanonymousone•45m ago•1 comments

Show HN: WireDoctor – Spring Boot startup and bean cycle analyzer

https://github.com/ddsha441981/wiredoctor
1•ddsha441981•46m ago•0 comments