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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: A visual sitemap tool to simplify SaaS navigation

3•epic_ai•2m ago•3 comments

2025 State of Rust Survey Results

https://blog.rust-lang.org/2026/03/02/2025-State-Of-Rust-Survey-results/
1•Curiositry•2m ago•0 comments

8.4 Months of Daily Driving GrapheneOS

https://blog.matthewbrunelle.com/8-4-months-of-daily-driving-grapheneos/
1•zdw•5m ago•0 comments

The Brilliant Developer, Unreliable Operator

https://the-infrastructure-mindset.ghost.io/brilliant-developer-unreliable-operator/
1•donutshop•7m ago•0 comments

Facing Its Third Data Center, an Iowa County Rolls Out Extensive Zoning Rules

https://insideclimatenews.org/news/01032026/iowa-county-data-center-ordinance/
1•WaitWaitWha•8m ago•0 comments

Web Haptics

https://haptics.lochie.me/
1•tontonius•11m ago•0 comments

Typhoid Mary

https://en.wikipedia.org/wiki/Mary_Mallon
2•metadat•13m ago•0 comments

Nbdantic, Pydantic for Jupyter Notebooks

https://github.com/ivanbelenky/nbdantic
1•ivanbelenky•15m ago•0 comments

Show HN: Argus – VSCode debugger for Claude Code sessions

2•lydionfinance•16m ago•0 comments

Wikipedia's entry on Ali Khamenei is a master class in narrative framing

https://twitter.com/thefp/status/2028587979900420303
2•nailer•19m ago•0 comments

How to Reach More Users?

1•m2fauzaan•28m ago•1 comments

Is It Just Me – Or Are Outages Everywhere Lately? (Claude, GitHub, Supabase)

19•vampiregrey•33m ago•5 comments

Show HN: Video to Text AI Transcription

https://videototext.tools
2•gregzeng95•34m ago•0 comments

Show HN: PantheonOS–An Evolvable, Distributed Multi-Agent System for Science

https://pantheonos.stanford.edu/
2•PantheonOS•35m ago•0 comments

DexCode – AI Slide Creation Environment for Developers

https://co-r-e.github.io/dexcode-lp/
2•mokuwaki•35m ago•1 comments

Impact of Code Changes on the Fault Localizability of Large Language Models

https://www.alphaxiv.org/abs/2504.04372v3
1•measurablefunc•36m ago•0 comments

Does anyone have an old Mac they don't use?

3•anothereng•37m ago•1 comments

Show HN: Cortexa – Bloomberg terminal for agentic memory

https://cortexa.ink
6•PrateekRao01•38m ago•1 comments

Solution to HN getting overwhelmed problem

2•freediver•39m ago•2 comments

Small Teams (2025)

https://www.ntik.me/posts/small-teams
3•jppope•40m ago•0 comments

Show HN: AfterLive – AI preserves memories as conversational presence

https://afterlive.ai
2•crawde•43m ago•0 comments

Interactive Dirac Notation Explainer with 3D Visualizations

https://deepexplain.dev/dirac-notation/
2•crawde•43m ago•0 comments

Low fertility may persist and could be good for the economy

https://www.nature.com/articles/s41562-026-02423-6
2•littlexsparkee•44m ago•2 comments

BigQuery Graph Series Part 1: From "Dark Data" to Knowledge Graphs

https://medium.com/google-cloud/bigquery-graph-series-part-1-from-dark-data-to-knowledge-graphs-5...
2•mariuz•44m ago•0 comments

Show HN: Pent – A sandbox for AI agents

https://github.com/valentinradu/Pent
2•rad_val•45m ago•0 comments

Why Choose OpenAgents Instead of CrewAI, LangGraph, AutoGen?

https://openagents.org/blog/posts/2026-02-23-open-source-ai-agent-frameworks-compared
2•Cherie91•46m ago•0 comments

OpenPawz Engram biologically-inspired memory architecture for AI agents

https://github.com/OpenPawz/openpawz/blob/main/ENGRAM.md
2•gotham64•50m ago•1 comments

Optimizing Recommendation Systems with JDK's Vector API

https://netflixtechblog.com/optimizing-recommendation-systems-with-jdks-vector-api-30d2830401ec
2•mariuz•50m ago•0 comments

TUIkit: Terminal UI Framework for Swift

https://tuikit.dev/
3•tambourine_man•50m ago•0 comments

6k AWS accounts, three people, one platform: Lessons learned

https://aws.amazon.com/blogs/architecture/6000-aws-accounts-three-people-one-platform-lessons-lea...
2•mariuz•51m ago•0 comments