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pg_tracing: Distributed Tracing for PostgreSQL

https://github.com/DataDog/pg_tracing
1•tanelpoder•3m ago•0 comments

iPhone Claude full stack dev – no VPN, no remote desktop

https://blog.rchase.com/iphone-claude-full-stack-dev-no-vpn-no-remote-desktop/
1•reillychase•7m ago•1 comments

Powering IoT Devices with Wiegand Energy-Harvesting Technologies

https://www.electronicdesign.com/technologies/power/article/55343024/ubito-powering-iot-devices-w...
1•WaitWaitWha•8m ago•0 comments

AI Engineering Has a Runtime Problem

https://twitter.com/ashpreetbedi/status/2011607262893129943
1•gmays•13m ago•0 comments

The AI Reconstructability Gap v2.o

https://zenodo.org/records/18408102
1•businessmate•13m ago•1 comments

Fabrication, Testing and Validation of Microsystems Eng, Science and Apps (Mesa)

https://www.sandia.gov/mesa/fabrication-testing-and-validation-capabilities/
1•transpute•14m ago•0 comments

Show HN: LinkBin – Modern URL shortener with analytics ($15 vs. bit.ly's $35)

https://linkbin-phi.vercel.app
1•Jollydevs•16m ago•0 comments

Google Aims Knockout Blow at Chinese Company Linked to Cyber Weapon

https://www.wsj.com/tech/google-aims-knockout-blow-at-chinese-company-linked-to-massive-cyber-wea...
3•CrankyBear•17m ago•0 comments

Tesla discontinues Model X and S vehicles as Elon Musk pivots to robotics

https://www.theguardian.com/technology/2026/jan/28/tesla-q4-earnings-estimates-elon-musk
5•billybuckwheat•17m ago•0 comments

Age of 100x Developer

https://system32.ai/blogs/age-of-100x-dev
2•debarshri•18m ago•0 comments

Don't Automate Chaos: The "100x Rule" of Factory AI

1•yusukekaizen•19m ago•0 comments

Xray – A minimal screenshot tool for developers (Rust/Tauri)

https://github.com/wlswo/xray
1•wlswo•21m ago•4 comments

Quantum Mirror Theory: A New Interpretation Where Observer Is the Observed

https://github.com/aevov/quantum-mirror-theory
1•wakanda-island•24m ago•1 comments

Hnefatafl

https://hnefatafl.org
1•dcampbell1100•24m ago•1 comments

SFC vs. VIZIO: who can enforce the GPL?

https://lwn.net/Articles/1052734/
1•voxadam•27m ago•0 comments

Bank of America's Struggles with Nvidia AI

https://www.businessinsider.com/bank-of-america-nvidia-ai-internal-emails-2026-1
3•fancyfredbot•28m ago•1 comments

What Is Consciousness?

https://stng.substack.com/p/what-is-consciousness
1•__patchbit__•30m ago•0 comments

Meituanlongcat/LongCatFlashLite first openweight model that uses N-gramembedding

https://huggingface.co/meituan-longcat/LongCat-Flash-Lite
1•Imustaskforhelp•32m ago•1 comments

Moltbot AI assistant raises concerns over data security

https://www.bleepingcomputer.com/news/security/viral-moltbot-ai-assistant-raises-concerns-over-da...
2•worik•33m ago•0 comments

Apple Signs Deal for Brandon Sanderson's 'Cosmere' Universe Movies and TV Shows

https://www.macrumors.com/2026/01/28/apple-tv-brandon-sanderson-deal/
2•cyanbane•34m ago•0 comments

You're Probably Drinking Too Much Water

https://samswellnessbrief.substack.com/p/youre-probably-drinking-too-much
3•aftermath101•37m ago•0 comments

How to Secure Moltbot (Clawdbot)

https://composio.dev/blog/secure-moltbot-clawdbot-setup-composio
1•manveerc•38m ago•0 comments

What Is AI Agent Authentication, and Why Does Your Small Business Need It?

https://blog.lastpass.com/posts/ai-agent-authentication
1•mooreds•39m ago•1 comments

Deism

https://en.wikipedia.org/wiki/Deism
2•thunderbong•42m ago•1 comments

Ross Stevens Donates $100M to Pay Every US Olympian and Paralympian $200k

https://www.townandcountrymag.com/leisure/sporting/a70171886/ross-stevens-american-olympians-dona...
17•bookofjoe•44m ago•1 comments

Tesla is killing off the Model S and Model X

https://techcrunch.com/2026/01/28/tesla-is-killing-off-the-model-s-and-model-x/
2•donutshop•44m ago•2 comments

Show HN: Slidekick – business-grade slides generation

https://app.perceptis.ai
1•yersultan17•45m ago•1 comments

Sensory Room at SFO

https://www.flysfo.com/passengers/services/sensory-room
2•vpribish•50m ago•0 comments

A pendulum-based system allows energy to be extracted from ocean currents

https://techxplore.com/news/2026-01-pendulum-based-energy-ocean-currents.html
1•PaulHoule•52m ago•0 comments

Mobol: Modal for COBOL

https://github.com/haladir-com/mobol
4•jib6671•53m ago•1 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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