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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

Gaza: Children killed in 300 days of Israeli-Hamas 'ceasefire'

https://news.un.org/en/story/2026/08/1168088
1•kome•2m ago•0 comments

Today We're Launching Abloh

https://abloh.dev/
1•LoloENG•3m ago•0 comments

TSA Sued for Hiding Records on Secret Airport Screening Privatization Program

https://www.afge.org/publication/afge-sues-tsa-for-hiding-records-on-secret-airport-screening-pri...
1•impish9208•4m ago•0 comments

Expertise Formation as the Deeper Consequence of the GenAI Revolution

https://cacm.acm.org/blogcacm/expertise-formation-as-the-deeper-consequence-of-the-genai-revolution/
1•taylorsatula•7m ago•0 comments

Show HN: TokenSpend, the AI ROI Solution

https://tokenspend.dev/
1•haseebejaz•7m ago•0 comments

NoRecognition: AI Adversarial Clothing

https://sandbox.norecognition.org/
1•windyVector•8m ago•0 comments

Custom AI development often qualifies for the federal R&D tax credit

https://rd.genuitax.ai/ai-consultants/
1•AICurious_CPA•10m ago•0 comments

Show HN: Repro, disposable Docker env for GitHub issues(pip install repro-cli)

https://github.com/SukhdevThukral/repro
1•sukhdevth_•13m ago•0 comments

Every fast write moves work somewhere else

https://www.shayon.dev/post/2026/220/every-fast-write-moves-work-somewhere-else/
2•shayonj•15m ago•0 comments

FNIP1 variants are associated with favourable metabolism in 1M humans

https://www.nature.com/articles/s41586-026-10864-2#MOESM3
1•maxall4•15m ago•0 comments

DeepMind and the Visualizer's Fallacy

https://hollisrobbinsanecdotal.substack.com/p/deepmind-and-the-visualizers-fallacy
1•HR01•18m ago•0 comments

Sweaty January and how gyms make money (2015)

https://medium.com/bull-market/sweaty-january-and-how-gyms-make-money-7d682ff5eeaf
1•downbad_•19m ago•0 comments

Show HN: Vibez – Open-Source Rust Based Digital Audio Workstation (DAW)

https://alexanderwanyoike.github.io/vibez/
2•mercutio93•20m ago•0 comments

PALcode for Alpha Microprocessors System Design Guide (1996) [pdf]

https://download.majix.org/dec/palcode_dsgn_gde.pdf
1•peter_d_sherman•20m ago•0 comments

Show HN: Sufleur - npm-style prompt registry with typed code-generation

https://github.com/sufleur/cli
1•wtomas•22m ago•0 comments

Criminal Deception in Silicon Valley

https://pubsonline.informs.org/doi/full/10.1287/orsc.2024.19981
1•iamnothere•25m ago•0 comments

A Tale of Dynamic Programming

https://iagoleal.com/posts/dynamic-programming/
2•Brajeshwar•25m ago•0 comments

Human vs. AI – Diff-based line-level provenance for text under agentic editing

https://github.com/eighttrigrams/us-vs-them
1•eighttrigrams•26m ago•0 comments

Show HN: An enjoyable and efficient way for product teams to communicate

https://fosbury.ai/
1•YarivAshk•27m ago•1 comments

The End of Hand Welding (I Saw the Proof) [video]

https://www.youtube.com/watch?v=XuUq6F_wL5w
1•xbmcuser•28m ago•0 comments

Agentic Coding in the Wild: Characterizing GitHub Copilot at Production Scale [pdf]

https://www.microsoft.com/en-us/research/wp-content/uploads/2026/08/ghcp_traces-6.pdf
1•keremturhan•29m ago•0 comments

Hot Take: LLM can 'jump'

https://yongzx.github.io/blog/2026/08/08/llm-can-jump
2•coffeeaddict1•30m ago•0 comments

Taxi drivers rarely die of Alzheimer's

https://theconversation.com/taxi-drivers-rarely-die-of-alzheimers-how-complex-mental-maps-and-spa...
4•jader201•30m ago•0 comments

Wgslender: My WGSL Toolchain

https://hugodaniel.com/posts/wgslender-my-wgsl-toolchain/
1•hugodan•33m ago•0 comments

Silicon Valley misreads science fiction and undermines democracy

https://techcrunch.com/2026/08/09/historian-jill-lepore-says-the-tech-industry-is-led-by-bad-read...
15•evo_9•33m ago•2 comments

Show HN: Cash-o-mat - Find your favorite new Euro Bill Design

https://cash-o-mat.eu
1•zinngr•36m ago•0 comments

Relying on Go

https://antonz.org/relying-on-go/
3•ibobev•37m ago•0 comments

Post-Quantum Cryptography for Healthcare Professionals

https://www.udemy.com/share/10fqoh3@u2lyBGY6xSM_oqVHEbc7zOfwUtenK-axdeRp6AJhoeC2bCFClJHg0ppXGe3tA...
2•remopulcini•37m ago•0 comments

Exploring input-output segmented algorithms

https://boostedcpp.net/2026/08/06/neoclassical-c-2-exploring-input-output-segmented-algorithms/
1•ibobev•38m ago•0 comments

Map Club. Trade a Google Maps list you love for the ones you need

https://joinmapclub.com
1•rustyr•38m ago•0 comments