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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

Linus Torvalds Warned Everyone About Microsoft – Now It's Happening in RT

https://www.youtube.com/watch?v=_Qo3gKdgvMs
1•cable2600•2m ago•0 comments

Kortix

https://kortix.com
1•handfuloflight•7m ago•0 comments

Understanding the Go Runtime: Profiling

https://internals-for-interns.com/posts/go-runtime-profiling/
1•valyala•7m ago•0 comments

Running go-to-market like an engineer: my first 90 days at a dev tool

https://tessakriesel.com/how-i-grew-signups-71-in-90-days-by-running-gtm-like-an-engineer/
1•builtfordevs•8m ago•0 comments

Show HN: Mold, an autonomous zine about AI culture

https://www.moldzine.ai/
1•gabelev•10m ago•0 comments

Half of Americans struggle to afford groceries and gas, exclusive poll finds

https://www.theguardian.com/business/2026/jul/07/cost-of-living-poll-groceries-gas
2•rawgabbit•12m ago•0 comments

So you want to learn physics (second edition, 2021)

https://www.susanrigetti.com/physics
2•azhenley•14m ago•0 comments

Show HN: AI or Not

https://aiornot.vote/
1•buffer_overlord•15m ago•0 comments

Agent Data Injection Attacks

https://arxiv.org/abs/2607.05120
4•juppytt•17m ago•1 comments

On vibe forks

https://rahulpandita.me/blog/2026-06-29-vibe-forks/
1•azhenley•17m ago•0 comments

Maine librarians are helping patrons resist AI and Big Tech

https://www.bangordailynews.com/2026/07/02/midcoast/midcoast-culture/maine-librarians-are-helping...
5•cdrnsf•19m ago•0 comments

Copy That Floppy – Cambridge guide for preserving data from fragile floppy disks

https://www.digipres.org/the-floppy-guide/
2•whiteblossom•20m ago•0 comments

Japan's borrowing costs soar to 30-year high on debt fears

https://www.ft.com/content/851aa883-073f-4423-a43e-9b09fdbe7c86
1•petethomas•21m ago•0 comments

3.5M Developers. Then Microsoft Pulled the Plug

https://www.youtube.com/watch?v=CPhAkzb4kUo
1•cable2600•22m ago•0 comments

Show HN: A quiet new tab that replaces your default boring new tab in Chrome

https://chromewebstore.google.com/detail/nook-tab/loogeapnnikphlehifdfmmceaeidbhnd
1•masterbrewer•25m ago•0 comments

Protobuf-py: Protobuf for Python, without compromises

https://buf.build/blog/protobuf-py
1•ming13•26m ago•0 comments

Paseo: Orchestrate coding agents from your desk and your phone

https://paseo.sh/
1•jerlendds•26m ago•0 comments

I made an "evolving scene" presentation creation skill

https://github.com/Codagent-AI/and-scene
1•paulcaplan•26m ago•1 comments

Forget the GPU Shortage: The Real AI Bottleneck Was Diagnosed in 2007

https://sal4rkhn.substack.com/p/forget-the-gpu-shortage-the-real
2•salarkhannn•29m ago•0 comments

China May Restrict Access to Its Most Powerful AI Models

https://time.com/article/2026/07/07/china-ai-models-alibaba-bytedance/
1•stenlix•30m ago•0 comments

SQLite (2.2k files) vs. MySQL-Server (58k files) visualization

https://old.reddit.com/r/PrincipalAi/comments/1uqgpll/mysql58k_files_vs_sqlite22k_files_visualiza...
1•fernando-ram•30m ago•0 comments

How America's Wealth Distribution Has Changed Since 1989

https://www.visualcapitalist.com/americas-wealth-distribution-1989-2025/
3•theanonymousone•34m ago•0 comments

We built a Rust EDR. macOS notarization tried to kill it

https://www.nemesislabs.xyz/
1•davidobi023•34m ago•0 comments

Wall clock is the wrong metric

https://www.anantjain.xyz/posts/wall-clock-is-the-wrong-metric
1•anant90•35m ago•0 comments

A battery 'hacking' app can strand an e-rickshaw – and the risks it poses

https://indianexpress.com/article/explained/explained-sci-tech/bms-apps-e-rickshaw-battery-hack-g...
1•Abishek_Muthian•36m ago•0 comments

Ancient Denisovan DNA is still shaping human immunity today (Science Daily)

https://www.sciencedaily.com/releases/2026/06/260613034210.htm
1•indynz•43m ago•0 comments

Show HN: ChatGPT, Claude and Codex-style chat inputs in one React component

https://prompt-area.com/styles
1•kachar•44m ago•0 comments

Malleating Git commit signatures

https://iter.ca/post/git-malleate/
1•smitop•44m ago•0 comments

Real 3D Minecraft on the GameBoy [video]

https://www.youtube.com/watch?v=2hwYoG96GQQ
1•zetamax•45m ago•0 comments

ForkMind – Git for LLM context: branch, offload, and restore it

https://github.com/Medhovarsh/forkmind
1•medhovarsh•45m ago•0 comments