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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

Recent science fiction, fantasy and horror – review roundup

https://www.theguardian.com/books/2026/aug/07/the-best-recent-science-fiction-fantasy-and-horror-...
1•sorokod•5m ago•0 comments

DIY SLorq Speaker

https://ccrma.stanford.edu/~njb/research/slorkSpeaker/speakerSupplyList.htm
2•sans_souse•9m ago•0 comments

The Life of Public Safety Communications Signals: A Comparative Security

https://arxiv.org/abs/2608.05247
1•sbulaev•9m ago•0 comments

Using a deterministic classifier for disaster relief

https://verantyx.ai/
1•pakupaku•11m ago•1 comments

Pg_stat_ch: PostgreSQL Query Telemetry Exporter to ClickHouse

https://github.com/ClickHouse/pg_stat_ch
1•saisrirampur•14m ago•0 comments

Intel just matched Apple Silicon [video]

https://www.youtube.com/watch?v=A2B7oI0FYqo
2•thelastgallon•14m ago•0 comments

Show HN: I audited 743 URLs across 8 free browser tools

https://github.com/Gavin1901/free-browser-tools-index/blob/master/daily/2026-08-08-8site-pore-lev...
1•gavinbuilds•14m ago•0 comments

Lemire: RAM on a per unit basis is about as expensive as it was in 2007

https://xcancel.com/antibot/captcha
2•arto•17m ago•0 comments

Why we configure huge pages in ClickHouse Managed Postgres

https://clickhouse.com/blog/huge-pages-clickhouse-managed-postgres
1•saisrirampur•17m ago•0 comments

Why strict memory overcommit matters for Postgres

https://clickhouse.com/blog/strict-memory-overcommit-for-postgres
1•saisrirampur•18m ago•0 comments

Which parts of Kernel would benefit from C#'s features?

1•northlondoner•19m ago•0 comments

Show HN: Skaylar – Analyze Datasets with Benford's Law

https://temi-tade.github.io/Skaylar/
1•temi0x0•19m ago•0 comments

The biggest threat to air-passenger safety may be our own government

https://nymag.com/intelligencer/article/marine-ones-near-miss-incident-was-scarier-than-it-looks....
1•Alien1Being•19m ago•0 comments

Cyber Security's Winners and Losers

https://www.citriniresearch.com/p/protection-matters
1•kesor•30m ago•0 comments

Cybercom 2.0

https://twitter.com/SecWar/status/2085794620961653105
1•kesor•30m ago•0 comments

RAM pricing has risen to normalized 2007 levels

https://www.tomshardware.com/pc-components/ram/scientist-says-ram-pricing-has-reverted-to-normali...
2•jonbaer•32m ago•0 comments

Cable management in node-based UI

https://twitter.com/ggsimm/status/2085652324853186604
1•kesor•36m ago•0 comments

Who is liable when AI goes rogue? Lawyers see new risks

https://www.reuters.com/business/who-is-liable-when-ai-goes-rogue-lawyers-see-new-risks-2026-08-07
1•giuliomagnifico•48m ago•2 comments

Signal: Optional registration without a phone number requires a one-time payment

https://aboutsignal.com/news/signal-login-registration-without-a-phone-number/
1•moelf•50m ago•0 comments

Show HN: NoCrap – Gamifying porn addiction recovery

https://nocrap.vercel.app/
1•uioio•50m ago•1 comments

Germany's gas gamble puts Europe's winter at risk

https://www.politico.eu/article/germany-gas-reserve-low-europe-winter-energy/
3•leonidasrup•57m ago•0 comments

Googie Architecture

https://en.wikipedia.org/wiki/Googie_architecture
1•userbinator•1h ago•0 comments

Auction Expert Breaks Down the 20 Rarest Historical Treasures Sold in History

https://www.boredpanda.com/rarest-most-expensive-historical-artifacts-ever-sold-thehistoricalinsi...
4•historical1234•1h ago•2 comments

Gemini is Cooked but GCP is Cooking

https://newsletter.semianalysis.com/p/gemini-is-cooked-but-gcp-is-cooking
1•theanonymousone•1h ago•0 comments

Lybrary,a persistent AST-aware code memory for AI agents(MCP server pip install)

https://github.com/vibhu-dixit/lybrary
2•vibhudixit_30•1h ago•0 comments

Show HN: Agent_acid – ACID rollbacks and dry-run guardrails for AI agents

https://github.com/muhammadwaqasai/agent_acid
1•waqasai123•1h ago•0 comments

I'm Begging You: Never Write with A.I

https://www.nytimes.com/2026/08/04/opinion/artificial-intelligence-ai-writing.html
3•edward•1h ago•0 comments

Cross platform, portable and CPU accelerated AI inference with Go 1.27

https://blog.devgenius.io/achieving-local-ai-inference-with-go-1-27s-simd-package-e8875f567e35?sk...
2•cheikhdev•1h ago•0 comments

WebDuck – DuckDB as a Service

https://webduck.autumo.ch/
2•jonbaer•1h ago•0 comments

Does Silicon Valley Dream of Philip K Dick?

https://www.ft.com/content/bdcf7729-3b03-49ec-82fb-b5773fdaa990
2•mraniki•1h ago•0 comments