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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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: AI trading platform with 34% returns (3 months) – seeking acquisition

https://acis-trading.com/
1•fkratzer•1m ago•0 comments

The Download: things that matter in AI, plus Anthropic's plan to sue the Pen

https://www.technologyreview.com/2026/03/06/1133989/the-download-10-things-that-matter-in-ai-anth...
1•joozio•1m ago•0 comments

Claude Code wiped our production database with a Terraform command

https://twitter.com/Al_Grigor/status/2029889772181934425
1•jv22222•2m ago•0 comments

The AI Agent Infrastructure Stack: Who's Building the Picks and Shovels

https://primitivesai.substack.com/p/the-ai-agent-infrastructure-stack
1•traderaegis•3m ago•1 comments

Show HN: Best ways to organize research links

https://clipnotebook.com/blog/best-ways-to-organize-research-links-2026
3•diddddy•3m ago•0 comments

Show HN: Autonomous AI platform that builds apps and tools automatically

https://github.com/rupac4530-creator/super-builder-platform
1•BuildWithAI•3m ago•0 comments

The Personal Software Era

https://robertdelu.ca/2026/02/02/personal-software-era/
1•Robdel12•4m ago•1 comments

How We Model Clinical Trial Data When Every Trial's Data Model Is Different

https://runharbor.com/blog/2026-03-03-how-we-model-clinical-trial-data-when-every-trial-is-different
1•18nleung•6m ago•0 comments

No code reviews by default (2021)

https://www.raycast.com/blog/no-code-reviews-by-default
1•speckx•6m ago•0 comments

Predictive AI with graphs and tabular foundation models

https://wesmadrigal.github.io/GraphReduce/end_to_end_examples/predictive_ai_tabpfn/
1•madman2890•7m ago•0 comments

See the oldest fossilized 'butthole' imprint

https://www.scientificamerican.com/article/see-the-worlds-oldest-fossilized-butthole-imprint/
1•Tomte•8m ago•0 comments

Pokopia Network

https://pokopia.network/
1•mochidough•9m ago•0 comments

SQLite Release 3.52.0

https://sqlite.org/releaselog/3_52_0.html
1•chungy•12m ago•0 comments

The Post-Copyright Era of Software

https://www.nibzard.com/post-copyright-era-software/
1•speckx•12m ago•0 comments

Hong Kong pro-democracy tycoon Jimmy Lai will not appeal conviction

https://www.bbc.com/news/articles/ce3g5nn8v4wo
1•tartoran•12m ago•0 comments

Ungrounded Divergence–Philosophical Framework for Understanding AI Hallucination

https://download.ssrn.com/2026/2/13/6234159.pdf?response-content-disposition=inline&X-Amz-Securit...
1•droidjj•12m ago•0 comments

shadcn/cli v4

https://ui.shadcn.com/docs/changelog/2026-03-cli-v4
1•bpierre•12m ago•0 comments

Ctrl-C in psql gives me the heebie-jeebies

https://neon.com/blog/ctrl-c-in-psql-gives-me-the-heebie-jeebies
1•gmac•13m ago•0 comments

Show HN: Feedster, an RSS/feed reader focused on discovery and agent integration

https://feedster.co
1•pmarsceill•13m ago•0 comments

China's First Quantum Computer Operating System

https://qcloud.originqc.com.cn/en/programming/pilotos
1•salkahfi•15m ago•0 comments

Thinking About Probabilistic Filters

https://donatstudios.com/probabilistic-filters
1•donatj•16m ago•0 comments

Tech Trends to Watch, According to Aptiv Experts

https://www.aptiv.com/en/insights/article/what-are-the-tech-trends-to-watch-predictions-from-apti...
1•ohjeez•17m ago•0 comments

The first AI agent worm is months away, if that

https://dustycloud.org/blog/the-first-ai-agent-worm-is-months-away-if-that/
2•laurex•19m ago•0 comments

BlackRock limits withdrawals as redemptions rattle private credit fund

https://www.reuters.com/business/blackrock-limits-withdrawals-private-credit-fund-redemptions-mou...
6•itbeho•20m ago•0 comments

Show HN: I made a keygen for my own software

https://vrsal.cc/wkg/
1•univrsal•21m ago•0 comments

RAG is broken, lets fix it

https://decompressed.io/learn/embedding-drift
2•zacole•21m ago•0 comments

Show HN: Palus Finance (YC W26): Better yields on idle cash for startups, SMBs

1•sam_palus•22m ago•0 comments

Conductor – Scalable Workflow Orchestration Engine for Microservices

https://github.com/microsoft/conductor
1•cebert•23m ago•0 comments

Tech employment now significantly worse than the 2008 or 2020 recessions

https://twitter.com/JosephPolitano/status/2029916364664611242
17•enraged_camel•23m ago•4 comments

The Situation: The Base Jumping Presidency

https://www.lawfaremedia.org/article/the-situation--the-base-jumping-presidency
3•hn_acker•23m ago•0 comments