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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

Homelab Chronicles: A Dusty Gaming PC and a 2AM Basement Spiral

https://www.droppedasbaby.com/posts/hl1/
1•offbyone42•2m ago•0 comments

University of Oxford Is Older Than the Aztec Empire and Other Facts of History

https://www.smithsonianmag.com/smart-news/university-oxford-older-than-aztec-empire-other-facts-w...
2•thunderbong•2m ago•0 comments

The Log Is the Agent

https://arxiv.org/abs/2605.21997
2•iacguy•2m ago•0 comments

Backon – Python retry (zero deps, circuit breaker, async native)

https://github.com/Llucs/backon
2•Llucs•6m ago•0 comments

Show HN: Local MCP – Claude/ChatGPT read your iMessage, Teams, files on-device

https://www.local-mcp.com/en
2•lanchuske•10m ago•0 comments

Behind the scenes: Seattle Times' World Cup photo team takes the pitch

https://www.seattletimes.com/seattle-news/world-cup-seattle/behind-the-scenes-seattle-times-world...
2•ynac•18m ago•0 comments

Ask HN: Instagram blocked my new account what can I do?

2•coreyp_1•21m ago•0 comments

[STORY] Samsara

https://slatestarcodex.com/2019/11/04/samsara/
3•barry-cotter•28m ago•0 comments

Pg_stat_ch: PostgreSQL Query Telemetry Exporter to ClickHouse

https://github.com/ClickHouse/pg_stat_ch
2•saisrirampur•29m ago•0 comments

Ancient Coins: What About Spartan Coins?

https://coinweek.com/ancient-spartan-coins/
2•thunderbong•36m ago•0 comments

Baby Belt Pro – DIY open-source belt 3D printer

https://www.printcepts.com/babybeltpro
2•kmmbvnr_•37m ago•0 comments

Show HN: Minesweeper.free – Play minesweeper online free

https://minesweeper.free/
2•nadermx•39m ago•0 comments

New DNA technology leads to identification of Revolutionary War soldier

https://www.cbsnews.com/news/revolutionary-war-soldier-identified-john-doe-technology-camden/
2•jnord•44m ago•0 comments

Would You Let A.I. Michael Caine Read You the 'Odyssey'?

https://www.nytimes.com/2026/06/23/books/michael-caine-odyssey-ai.html
2•bookofjoe•49m ago•1 comments

You Feel Exhausted Without Having "Done" Anything Physically

https://facilethings.com/blog/en/decision-fatigue
3•vinhnx•53m ago•0 comments

If you're a button, you have one job

https://unsung.aresluna.org/if-youre-a-button-you-have-one-job/
3•nozzlegear•59m ago•0 comments

A rate-control scroll gesture for mobile reading

https://github.com/somekiwiplease/ThumbStick
2•somekiwiplease•1h ago•0 comments

The Dark Side of Open Source: SSPL, BSL, and the License-Change Problem

https://linuxidx.com/posts/the-dark-side-of-open-source-real-problems-no-hype.html
3•infoozle•1h ago•0 comments

Efficacy and Safety of Psilocybin in Treatment-Resistant Major Depression

https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2846478
3•cpncrunch•1h ago•0 comments

Deterministic AI Auditing

https://claude.ai/new
2•whyharsh_•1h ago•0 comments

Show HN: Inches to MM converter for manufacturing and hardware checks

https://inches-to-mm.com
2•robot1996•1h ago•1 comments

We Scaled PgBouncer to 4× Higher Throughput

https://clickhouse.com/blog/pgbouncer-clickhouse-managed-postgres
3•saisrirampur•1h ago•0 comments

Anthropic performing prompt injection on its users

https://old.reddit.com/r/LLMDevs/comments/1udpw9h/just_got_this_response_from_claude_what_is_going/
6•murderfs•1h ago•0 comments

AI CLI that fixes broken dev tool installs

https://murderszn.github.io/sprout/
2•murderszn•1h ago•0 comments

Record-breaking solo rower Kelsey Pfendler arrives in Hawaii

https://www.hawaiinewsnow.com/2026/07/04/record-breaking-solo-rower-kelsey-pfendler-arrives-hawaii/
3•MaysonL•1h ago•0 comments

Show HN: Two-tier-memory – queryable long-term memory for AI coding agents

https://github.com/tadelstein9/two-tier-memory
2•tadelstein•1h ago•0 comments

Ubuntu 24.04 on Intel Mac

https://github.com/mozekin/apple-bce-drv/blob/aur/INSTALL-UBUNTU.md
3•mozzinator•1h ago•0 comments

Review Frontloading: Do You Love This App? Y/N

https://functionmouse.com/frontloading/
2•functionmouse•1h ago•0 comments

Bugs happen: The easy way to compare solo PQ to ECC+PQ

https://blog.cr.yp.to/20260704-bugs.html
2•zdw•2h ago•0 comments

If I designed a Commodore Phone

https://retrogamecoders.com/if-i-designed-a-commodore-phone/
3•ibobev•2h ago•1 comments