frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

Show HN: A Dark Cave – minimalist survival/settlement building game

https://a-dark-cave.com/
1•julez_•1m ago•0 comments

Opus 5, The Best Vending Machine Capitalist

https://andonlabs.com/blog/opus-5-vending-bench
1•arc7•5m ago•0 comments

Tailscale with Mullvad leaks your DNS

https://github.com/tailscale/tailscale/issues/9284
2•dtj1123•9m ago•0 comments

The Apple Calculator Language

https://wadetregaskis.com/the-apple-calculator-language/
1•ingve•10m ago•0 comments

Tell HN: Rising Censorship in German Social Media

1•Fotzenfritz•13m ago•1 comments

Lilian Weng left Thinking Machines citing health reasons, then rejoins OpenAI

https://techcrunch.com/2026/07/29/thinking-machines-co-founder-lilian-weng-left-the-company-citin...
1•doppp•15m ago•0 comments

Show HN: My AI keeps getting smarter. I don't. So I built Engram

https://github.com/nagisanzenin/engram
1•nagisanzeninz•16m ago•0 comments

Show HN: BPM Companion – app that matches playlist to your cadence (beta)

https://bpmcompanion.app/
1•ksh2u•16m ago•0 comments

Explain This – select text, get an explanation from a local LLM

https://github.com/Vishwamitra/explain-this
1•vmmishra•20m ago•0 comments

Cisco FMC static credential vulnerability exploited as a zero-day

https://sec.cloudapps.cisco.com/security/center/content/CiscoSecurityAdvisory/cisco-sa-fmc-static...
1•nyku•21m ago•0 comments

Keeping goals to yourself increases the chances of completing them? [pdf]

https://www.socmot.uni-konstanz.de/sites/default/files/09_Gollwitzer_Sheeran_Seifert_Michalski_Wh...
3•jimsojim•28m ago•0 comments

Why Higher-Order Logic Is a Good Foundation for Deep Verification

https://sequent.inc/blog/posts/why-hol-for-deep-verification/
2•matt_d•29m ago•0 comments

New microwave frying method could make French fries much healthier

https://www.sciencedaily.com/releases/2026/07/260729044048.htm
3•london_safari•30m ago•0 comments

Is Cloudflare classifying opencode.ai as malware?

1•_raz•32m ago•4 comments

Following the Scent

https://johnwbrown.substack.com/p/following-the-scent
1•ankitg12•35m ago•0 comments

Show HN: Found Live Driving Conditions all over the world. Lets see

https://www.wfy24.com/en/routes
1•weatherfun•37m ago•0 comments

Why Catching Skin Cancer Early Is a Home Robotics Problem

https://marionlepert.github.io/blog/openderm-robotics-problem.html
1•futurecat•40m ago•0 comments

Information Foraging Theory [pdf]

https://www.peterpirolli.com/ewExternalFiles/31354_C01_UNCORRECTED_PROOF.pdf
1•ankitg12•40m ago•0 comments

The scraper bugs that don't throw

https://gist.github.com/ConorsCode/ea7dbfa4e389554c16c308d0a19b67b2
1•Wevegotscrapys•43m ago•0 comments

Ron Gilbert started production on Thimbleweed Park 2

https://www.grumpygamer.com/twp2_announce/
1•alberto-m•44m ago•0 comments

Lessons for founders (from the Wright Brothers biography)

https://blog.thinkst.com/2026/07/other-lessons-for-security-product-founders-from-the-wright-brot...
3•mh_•46m ago•1 comments

Sam Altman is now talking to the White House about decelerating AI

https://twitter.com/AISafetyMemes/status/2082569026929394008
5•abhishekdev•46m ago•3 comments

Hearsay: Vision-Language Medical Diagnoses Without an Image

https://arxiv.org/abs/2607.26886
1•sbulaev•47m ago•0 comments

Instrumenting my espresso machine with OpenTelemetry

https://clickhouse.com/blog/espresso-machine-observability-with-otel
3•g0xA52A2A•48m ago•0 comments

Trellis: Workspace Tooling for Gleam Monorepos

https://tylerbutler.com/trellis/
1•crowdhailer•49m ago•0 comments

Backlink Exchange for Indie Builders

https://github.com/nicklaunches/builders-backlinks.com
1•theorchid•50m ago•0 comments

Maximum Marginal Relevance and Elastic: Diversifying Search Results

https://www.elastic.co/search-labs/blog/maximum-marginal-relevance-diversify-results
1•ankitg12•53m ago•0 comments

Simulating Realistic Order Execution for Crypto Backtesting

https://medium.com/@DolphinDB_Inc/stop-backtesting-in-theory-simulate-the-real-crypto-market-with...
1•chaercling•58m ago•0 comments

Show HN: Focal Harvest – local web research and OSINT pipeline

https://techno-neighbour.github.io/focal-harvest/
1•xlr8_track•1h ago•2 comments

I Have Thoughts on the iPhone Air

https://christianselig.com/2026/07/iphone-air-review/
25•janandonly•1h ago•23 comments