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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

Show HN: Merge – AI-native code review assessments for engineering hiring

https://mergeoa.com
3•harshithl1777•3m ago•0 comments

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

https://arxiv.org/abs/2608.06301
2•wslh•4m ago•0 comments

Tell HN: Tally Data Breach

3•gregsadetsky•7m ago•1 comments

Coding agents, defaults, and human judgment

https://rpc3.dev/posts/coding-agents-defaults-and-human-judgment/
2•rpc3•9m ago•0 comments

parakeet.wgsl – Fast, accurate ASR in the browser, via raw WebGPU and SIMD WASM

https://parakeet.narcotic.sh/
2•hamza_q_•10m ago•1 comments

The Two-Year-Old Firefox ARM64 Video Bug

https://fratellobigio.com/posts/the-two-year-old-firefox-arm64-video-bug/
2•fratellobigio•12m ago•0 comments

Big tech's AI-powered 'pervert' glasses are in a losing battle with DuckDuckGo

https://www.sfgate.com/tech/article/duckduckgo-sunglasses-22377693.php
3•wyclif•12m ago•0 comments

Why are Japan's luxury night trains making a comeback?

https://www.nippon.com/en/japan-topics/g02623/
3•whiteblossom•14m ago•0 comments

Keras 3.15.1

https://github.com/keras-team/keras/releases/tag/v3.15.1
2•tosh•14m ago•0 comments

Vision based touch-less macOS control via hands (FOSS)

https://pawvis.app/
2•heresalexandria•15m ago•1 comments

Tesla and SpaceX to invest $16.8B for Terafab chip factory in Texas

https://techcrunch.com/2026/08/06/tesla-and-spacex-will-invest-16-8b-to-start-building-terafab-ch...
3•joering2•17m ago•0 comments

Show HN: 514 - Managed infra, agents and data to simulate coding agents as users

https://docs.514.ax/0.5.0-rp/getting-started
4•okane•17m ago•0 comments

Portable Memory System for Coding Agents

https://agentspackai.com/
2•nechmads•17m ago•0 comments

Estrogen masculinizes neural pathways and sex-specific behaviors

https://pmc.ncbi.nlm.nih.gov/articles/PMC2851224/
2•handfuloflight•17m ago•0 comments

Three Costly Database Failures That Changed Software Engineering Forever

https://stackrender.io/blog/3-costly-database-failures
3•theanonymousone•18m ago•0 comments

DARPA Lift Challenge – Aug 7 – Main Broadcast [video]

https://www.youtube.com/watch?v=hkao-a9egbY
2•Stevvo•18m ago•0 comments

Canada adds 75,000 new jobs in July, unemployment rate lowest in 2 years

https://www.cbc.ca/news/business/canada-jobs-july-2026-9.7299225
4•vrganj•19m ago•0 comments

2026 State of CSS, Devs Surveys

https://css-tricks.com/2026-state-of-css-devs-surveys/
2•redbell•20m ago•0 comments

Is Apple's privacy line bullshit?

https://probably.co.uk/posts/is-apples-privacy-line-bullshit/
2•speckx•20m ago•0 comments

Flock Cameras Used as Probable Cause for Traffic Stop

https://b105country.com/wisconsin-flock-camera-marijuana-search-ruling/
4•pat2man•21m ago•0 comments

The Download: a censorship conspiracy theory and the first virus created by AI

https://www.technologyreview.com/2026/08/07/1141389/the-download-censorship-conspiracy-theory-fir...
1•joozio•22m ago•0 comments

Agent Proxy: Credential Brokering for Agents

https://infisical.com/blog/agent-proxy
3•dangtony98•22m ago•0 comments

How primary energy is measured has changed across our charts

https://ourworldindata.org/primary-energy-measurement-change
1•xnx•22m ago•0 comments

AI companies destroy physical books – let's scan rare books before it's too late

https://annas-archive.gl/blog/physical-destruction.html
5•andrepd•23m ago•0 comments

Y2K Will Be Quite Okay

https://www.filfre.net/2026/07/y2k-will-be-quite-okay/
1•ibobev•24m ago•0 comments

Deep Inside a Moscow Museum: A Metal Turtle That Learned

https://valeman.medium.com/hidden-deep-inside-a-moscow-museum-a-metal-turtle-that-learned-e7c9c73...
1•ibobev•24m ago•0 comments

Attention Became Efficient and Scalable: KV Caching, MQA, GQA, MLA, and DSA

https://chizkidd.github.io//2026/08/05/attention-efficient-scalable/
1•ibobev•25m ago•0 comments

Play PICO-8 on your Apple Watch

https://apps.apple.com/us/app/emulator-for-pico-8-picpic/id6759208792
1•3Samourai•26m ago•0 comments

Wildfire misinformation is mutating online, thanks to AI slop

https://thenarwhal.ca/wildfire-misinformation-2026/
2•hn_acker•26m ago•0 comments

GCC 16.2 Released with more than 100 bug fixes

https://gcc.gnu.org/pipermail/gcc/2026-August/248711.html
1•edelsohn•26m ago•0 comments