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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

Cut the spin. Read the facts. Suspicious of a headline? Check it

https://apps.apple.com/us/app/rubbish-talk-news/id6797190131
1•Mr_Kobayashi•1m ago•0 comments

GLM5.3 unsloth GGUFs are now up

https://huggingface.co/unsloth/GLM-5.3-GGUF
1•walrus01•4m ago•1 comments

Show HN: Colrows – Compile natural language to governed SQL instead of guessing

https://colrows.com/
1•Colrows•6m ago•0 comments

Show HN: AI Shipcheck – know if your AI-built app is ready to ship

https://github.com/sinceaihq/ai-shipcheck
1•rikulauttia•6m ago•0 comments

Project Scorpions – Hurricane Tracker

https://project-scorpions.net/
1•iccananea•7m ago•1 comments

Show HN: Agentify Chat – E2E-Encrypted Remote Chat for Codex, Claude, Grok CLIs

1•agentifysh•7m ago•0 comments

Show HN: Agentctl – Terraform for your agent harnesses

https://github.com/RomanVolkov/agentctl
1•roman-volkov•9m ago•0 comments

Postgres SELECT DISTINCT does not scale

https://www.dbos.dev/blog/postgres-select-distinct-does-not-scale
1•KraftyOne•9m ago•0 comments

Service Discontinued

https://twitterwebviewer.com/?rev=1
1•dredmorbius•9m ago•1 comments

ThingLoom – Build and verify ESP32 IoT projects from one prompt

https://github.com/emqx/thing-loom
1•eds_k•10m ago•0 comments

For self-learning LLMs, governance needs to improve

https://rakuensoftware.com/blog/aimee-recursive-self-learning
1•jbailes•12m ago•1 comments

cats.txt showed llms.txt evidence is GEO astrology

https://markwilliamscook.substack.com/p/how-catstxt-showed-llmstxt-evidence
1•kaycebasques•15m ago•0 comments

Reversing TikTok's Request Signing and Encryption

https://mumd.dev/posts/reversing-tiktoks-request-signing-and-encryption
1•yawndex•18m ago•0 comments

Tlbic: Evidence, Incentives, Sunk Costs – With Thanks

1•michikawa59•18m ago•0 comments

Word 97's ghost in the machine: The crash that vanished the moment anyone

https://www.theregister.com/software/2026/08/28/word-97s-ghost-in-the-machine-the-crash-that-vani...
1•sbulaev•19m ago•0 comments

Apple's Siri Settlement: Here's When iPhone Owners Can Submit Claims

https://www.macrumors.com/2026/08/28/apple-siri-ai-settlement-claims-timing/
1•tosh•19m ago•0 comments

Cleared – Keep up to date with HTML/CSS stuff you can delete from your code base

https://cleared.page/
1•_yann•19m ago•1 comments

Russian attacks destroy 10M Ukrainian books; publishers call for support

https://www.theguardian.com/books/2026/aug/20/help-ukrainian-publishers-russia-attacks-books
2•olexsmir•22m ago•0 comments

Security Incident Affecting JetBrains Cadence

https://blog.jetbrains.com/pycharm/2026/08/cadence-security-incident-august-2026/
2•ingve•22m ago•0 comments

Pa state senator planning bill to ban on Flock, ALPR cameras

https://www.yahoo.com/news/politics/articles/pa-state-senator-planning-bill-191700709.html
2•pilingual•22m ago•0 comments

Spiky or Broad

https://alearningaday.blog/2026/08/28/spiky-or-broad/
1•herbertl•23m ago•0 comments

Would SpaceXAI Acquire Vercel?

https://twitter.com/jessethanley/status/2093298774949146796
1•eyehurtsme•24m ago•0 comments

Pdfboss – fastest (rust-based) pdf library in the world, with Python bindings

https://pdfboss.dev
1•ransomware•26m ago•0 comments

TwitterWebViewer has been permanently discontinued

6•avidruntime•26m ago•0 comments

Claude Max for OSS developer plan of Matz (Ruby) is running out

https://twitter.com/yukihiro_matz/status/2093347403101589618
1•tosh•27m ago•0 comments

Archil Persistent Sandboxes

https://archil.com/post/introducing-persistent-sandboxes
1•dhorthy•28m ago•0 comments

Ask HN: How do we get our US Cellular (T-Mobile?) phone number back? (complex)

1•CoryMO•29m ago•0 comments

Reflexio: Reduce task failure by 36% while saving token by more than 50%

https://www.reflexio.ai
1•yilu331•29m ago•1 comments

Dimethylmercury Poison MIT

https://whdh.com/news/first-on-7-patient-brought-to-mgh-for-exposure-to-chemical-substance-prompt...
2•dukefishron•31m ago•0 comments

What Hanging from a Bar for 30 Seconds Can Do for Your Body

https://time.com/article/2026/08/25/hanging-from-bar-benefits/
2•mooreds•32m ago•0 comments