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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

Th0rgal/open_oura: a Rust toolkit for the Oura Ring (Gen 3/4/5)

https://github.com/Th0rgal/open_oura
1•0xcrypto•5m ago•0 comments

DLL that was not present in memory despite not being formally unloaded

https://devblogs.microsoft.com/oldnewthing/20260625-00/?p=112467
2•ibobev•13m ago•0 comments

Software Taste vs. Slop in the Age of AI – TWSoftwareDev26

https://blog.herlein.com/post/wisdom-in-specs/
2•gherlein•15m ago•0 comments

Show HN: I built a strategic PvP word game where each move is just one letter

https://letterphile.com
2•sonOfHades•17m ago•1 comments

Local semantic search engine in Rust, no external DB

https://github.com/Gabriele06-local/LocalMind
1•Gabriele06_•18m ago•0 comments

Show HN: Claudete – Command a legion of Claude Code instances and shells

https://claudete.co
2•morion4000•20m ago•1 comments

Auditable Commercial License v1.0

https://www.auditablelicense.org/
1•ilreb•21m ago•0 comments

Kubernetes CPU requests and limits, explained through cgroups

https://roszigit.com/en/blog/kubernetes-cpu-request-limit/
1•lkanwoqwp•24m ago•0 comments

Cancellation of Windows Runtime activities is asynchronous

https://devblogs.microsoft.com/oldnewthing/20260624-00/?p=112465
1•ibobev•24m ago•0 comments

openENOC – Scalable Ethernet-Based Network-on-Chip

https://github.com/eniokaljic/openENOC/
1•ssenseiss•24m ago•1 comments

Brace Expansion Tree

https://www.johndcook.com/blog/2026/06/27/brace-expansion-tree/
1•ibobev•25m ago•1 comments

Tiny LLM Benchmark: Jetson Orin Nano Super 8GB

https://www.smolhub.com/posts/jetson-nano-super-benchmark-non-reasoning/
1•orbanlevi•32m ago•0 comments

Guards Guards – small gotcha in Elixir guard expressions

https://hauleth.dev/post/guards-guards/
1•hauleth•42m ago•0 comments

If You Can Facilitate a Retrospective, You Can Audit Your AI

https://age-of-product.com/ai-delegation-audit/
1•swolpers•45m ago•0 comments

A guide on how to run Nemotron 3 Super 120B Thinking on 2 Nvidia DGX Spark

https://corti.com/serving-nemotron-super-120b-with-a-1m-token-context-on-a-2-node-dgx-spark-cluster/
2•TechPreacher•46m ago•1 comments

Grok Is More Important Than Clean Air, DOJ Says

https://www.motherjones.com/environment/2026/06/grok-doj-justice-naacp-clean-air-act-gas-turbine-...
2•virgildotcodes•47m ago•1 comments

The post that no one will read

https://twitter.com/MedMarrouchi/status/2071161041598157196
1•medmarrouchi•48m ago•0 comments

Polymarket customers lose $3M in supply-chain attack

https://www.bleepingcomputer.com/news/security/polymarket-customers-lose-3-million-in-supply-chai...
1•01-_-•57m ago•0 comments

Show HN: FOMO – See what your community pays attention to

https://usefomo.co
2•JadAmmar•57m ago•1 comments

Intel's next-gen 52-core Nova Lake CPU could pull up to 474W

https://www.tomshardware.com/pc-components/cpus/intels-next-gen-52-core-nova-lake-cpu-could-pull-...
1•01-_-•58m ago•0 comments

Memory-Hierarchy Understanding Tools

https://github.com/ob/cache
1•signa11•1h ago•0 comments

Collecting and Analysing Yandex Maps blurs

https://www.nrk.no/order-138_-russia_s-growing-defense-industry-hides-behind-yandex_s-blurs-1.179...
2•hgulldahl•1h ago•1 comments

Hermes MoA virtual models:8% higher than Opus 4.8, 11% higher than GPT 5.5

https://twitter.com/NousResearch/status/2070610321278988385
3•aurenvale•1h ago•0 comments

Get Numb Before You Get Good

https://commoncog.com/get-numb-get-good/
2•jimsojim•1h ago•0 comments

You can now run Max AI models on Apple Silicon

https://forum.modular.com/t/max-models-can-now-run-on-apple-silicon-gpus/3283
1•melodyogonna•1h ago•0 comments

Pie – PHP Installer for Extensions

https://github.com/php/pie
1•hronak•1h ago•1 comments

Wikipedia Cofounder Larry Sanger Banned from Site for 'Canvassing'

https://www.404media.co/wikipedia-cofounder-larry-sanger-banned-from-site-for-canvassaing/
1•latexr•1h ago•0 comments

2026.06.19: EuroQCI Feedback

https://blog.cr.yp.to/20260619-euroqci.html
1•commandersaki•1h ago•0 comments

Prism: An Impure Functional Language with Typed Effects

https://www.stephendiehl.com/posts/prism/
5•leontrolski•1h ago•0 comments

Show HN: Beaches of Greece, natural-language search for Greek beaches

https://beachesofgreece.com
1•tomerlir•1h ago•0 comments