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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

Ask HN: Advice on Migrating from 1Password?

2•0xbadcafebee•1m ago•0 comments

Musicians' brains stay one step ahead, study finds

https://www.ecu.edu.au/newsroom/articles/research/musicians-brains-stay-one-step-ahead-study-finds
1•XzetaU8•1m ago•0 comments

The multi-agent architecture of 2026 was designed in 1975

https://mozaik.jigjoy.ai/blog/the-interoperability-triangle
2•deepmem•3m ago•0 comments

Postgres 19 makes more of its internals observable

https://clickhouse.com/blog/postgres-19-new-system-views
1•saisrirampur•3m ago•0 comments

Cruz Enters the 2028 Conversation as Republican Succession Race Takes Shape

https://predx-article.fika.bar/cruz-enters-the-2028-conversation-as-republican-succession-r-01M1J...
1•joeymabia1•4m ago•1 comments

Uber to lay off 10% of staff in biggest cuts since Covid

https://www.reuters.com/business/world-at-work/uber-cut-3300-jobs-overhaul-bloomberg-news-reports...
1•artpar•6m ago•0 comments

Controlling CERN's Accelerators with Debian – MiniDebConf Winterthur 2026

https://ch2026.mini.debconf.org/talks/6-controlling-cerns-accelerators-with-debian/
1•rdmuser•11m ago•0 comments

Show HN

1•jackie_001•18m ago•0 comments

What's going on with this platform? Why are links on Zenodo being flagged?

1•UJ-FLD-ScrTr•18m ago•0 comments

Misam Atshbar

1•omidggmh•19m ago•0 comments

Ex-Tension Alert

1•jackie_001•22m ago•0 comments

Years of Salt and Metal – The crash of Hop-a-Jet flight 823

https://admiralcloudberg.medium.com/years-of-salt-and-metal-the-crash-of-hop-a-jet-flight-823-665...
2•Lx1oG-AWb6h_ZG0•23m ago•0 comments

RSA-260 Factorized

https://twitter.com/penlume/status/2095372672356212876
3•samyok•27m ago•1 comments

My California Dream

https://twitter.com/garryslist/status/2094914114678034899
1•shinryudbz•28m ago•0 comments

Momentum Exchange Tether

https://en.wikipedia.org/wiki/Momentum_exchange_tether
1•tosh•28m ago•0 comments

New video model:H3 Max.Describe the shot. Get it back with sound, in seconds

https://h3max.pro/
2•horanv•32m ago•0 comments

China using COSCO's merchant fleet for espionage, US says

https://www.bairdmaritime.com/security/non-naval-security/china-using-coscos-merchant-fleet-for-e...
3•pir8life4me•33m ago•0 comments

Rare Working Apple-1 Could Fetch $800k at Auction

https://www.macrumors.com/2026/09/02/hatfield-apple-1-auction/
2•tosh•37m ago•0 comments

Yocto Project, create custom Linux-based systems

https://www.yoctoproject.org/
2•wiradikusuma•42m ago•0 comments

Run cloud agents on machines you manage

https://cursor.com/blog/self-hosted-machines
1•zhwu•43m ago•2 comments

Eyes Wide Shut: The Missing 20 Minutes

https://twitter.com/ViKu1111/status/2094586846856577219
2•tosh•45m ago•0 comments

Definitive ranking of Graph Databases and related technology – updated monthly

https://gdb-engines.com/
2•cjlm•45m ago•0 comments

IBM Quantum Nighthawk R2

https://www.ibm.com/quantum/blog/nighthawk-r2
1•fuglede_•47m ago•0 comments

Uber to cut over 3k jobs in major global restructuring

https://www.bbc.com/news/articles/cp3ky2w4y9no
5•vismit2000•50m ago•1 comments

The humanoid robots cleaning homes for $30 an hour

https://www.nbcnews.com/video/humanoid-robots-cleaning-homes-for-30-an-hour-269041733517
4•geox•51m ago•1 comments

Swedish elections could trim nuclear ambitions as left-wing challengers lead

https://www.spglobal.com/market-intelligence/en/news-insights/articles/2026/8/swedish-elections-c...
1•leonidasrup•51m ago•0 comments

Generative AI without guardrails can harm learning

https://pubmed.ncbi.nlm.nih.gov/40560616/
2•shymaple•52m ago•0 comments

Show HN: A daily briefing service-inspired by Huxe rip:(

https://genexperiences.com/nomenclature
1•quicheshore2003•58m ago•0 comments

Where Progress Is Visible, Completion Is Not

https://medium.com/@gurvinder372/article-3-where-progress-is-visible-completion-is-not-6633ddd433cc
1•gps372•1h ago•0 comments

Show HN: Single-File GGUF Inference

https://wasm-gguf.netlify.app/
1•badfox•1h ago•0 comments