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Has anyone used Claude Opus 4.7 API on Qubrid or another platform? Use case?

https://platform.qubrid.com/
1•tech_curator•44s ago•0 comments

Show HN: A collection of GPT-IMAGE-2 prompts from X(Twitter)

https://gptimage2.one/awesome-gpt-image-2-prompts
1•kevinhacker•5m ago•0 comments

IPC medley: message-queue peeking, io_uring, and bus1

https://lwn.net/Articles/1065490/
1•signa11•5m ago•0 comments

Robot golf vs. holes that keep getting harder [video]

https://www.youtube.com/watch?v=2OfjZ3ORJfc
1•Timothee•7m ago•0 comments

Parcae: Doing more with fewer parameters using stable looped models

https://www.together.ai/blog/parcae
1•gmays•17m ago•0 comments

Component "security.ubuntu.com" and a few other components are Down

https://status.canonical.com/#/incident/KNms6QK9ewuzz-7xUsPsNylV20jEt5kyKsd8A-3ptQFa8k37yMVCakd1y...
1•zinekeller•18m ago•0 comments

Named Entity Recognition (NER) in Python with Spacy

https://www.analyticsvidhya.com/blog/2021/06/nlp-application-named-entity-recognition-ner-in-pyth...
1•downboots•20m ago•1 comments

AWS Security Agent on-demand penetration testing is now generally available

https://aws.amazon.com/about-aws/whats-new/2026/03/aws-security-agent-ondemand-penetration/
1•computersuck•25m ago•0 comments

RV32I Reference [pdf]

https://hoult.org/rv32i.pdf
1•brucehoult•26m ago•1 comments

I built 7 AI agents that attack the same task in parallel – armyai.app

https://armyai.app
1•Tilica•31m ago•0 comments

A few tips to get more out of Opus 4.7

https://twitter.com/bcherny/status/2044847848035156457
2•tzury•34m ago•0 comments

Show HN: The Onion Shell

https://the.onionshell.ch
1•ewindisch•36m ago•1 comments

I built an AI that analyzes rental leases before you sign

https://goleazly.com/
3•octadevcba•42m ago•0 comments

Autoresearch on Steroids with Sandboxes

https://www.tensorlake.ai/blog/autoresearch-on-steroids-with-sandboxes
1•cooleel•46m ago•0 comments

Global warming is making the strongest hurricanes stronger

https://yaleclimateconnections.org/2026/04/global-warming-is-making-the-strongest-hurricanes-stro...
4•pier25•49m ago•0 comments

Claude Monitor Track token usage, costs, and tool calls for Claude Code sessions

https://github.com/szaher/claude-monitor
1•szaher•51m ago•0 comments

Suspend vs. Snapshot: Pause a Sandbox or Save It for Reuse?

https://www.tensorlake.ai/blog/suspend-vs-snapshot-pause-a-sandbox-or-save-it-for-reuse
1•cooleel•51m ago•0 comments

A content-aware loudness processor with emergent non-linear behavior

https://github.com/aston89/CALP-Content-Aware-Loudness-Processor
2•Aston89•51m ago•0 comments

Vakra: Reasoning, Tool Use, and Failure Modes of Agents

https://huggingface.co/blog/ibm-research/vakra-benchmark-analysis
2•gmays•54m ago•0 comments

Kitum Cave: A Natural Wonder Hosting a Deadly Disease

https://explorersweb.com/kitum-cave-deadly-disease/
3•thunderbong•56m ago•0 comments

Mammals cannot be cloned infinitely, Japanese mouse study shows

https://www.japantimes.co.jp/news/2026/04/15/japan/science-health/mammals-cannot-be-cloned-infini...
4•libpcap•1h ago•0 comments

Solitaire simulator for finding the best strategy: Current record is 8.590%

https://github.com/dacracot/Klondike3-Simulator
1•PaulHoule•1h ago•0 comments

Google Opens Personal Intelligence AI to All US Users

https://www.heygotrade.com/en/news/google-ai-expansion-challenges-microsoft-apple/
1•demiurges•1h ago•0 comments

Robots walked outdoors at a public-road event in Akihabara, Tokyo

https://www.youtube.com/watch?v=142d-OF7GeA
1•meganetaaan•1h ago•0 comments

Inventor of Heelys Dies at 71

https://www.nytimes.com/2026/04/16/business/roger-adams-dead.html
2•nxobject•1h ago•0 comments

I Built My Dream Bug Tracking Software in a Week

https://markjardine.com/blog/i-built-my-dream-bug-tracking-software-in-a-week
2•sashk•1h ago•0 comments

AI companies are buying the Slack data of failed startups

https://twitter.com/_iainmartin/status/2044758204773486925
7•harambae•1h ago•2 comments

DARPA builds AI to investigate China's claim it can break military encryption

https://www.scientificamerican.com/article/darpa-built-an-ai-to-fact-check-enemy-weapons-claims/
2•Jimmc414•1h ago•0 comments

New NTFS File-System Driver Submitted for Linux 7.1

https://www.phoronix.com/news/New-NTFS-Driver-Submitted-Linux
7•Bender•1h ago•0 comments

Much Ado about Protein

https://www.theverge.com/column/897715/optimizer-protein-proteinmaxxing-proteinwashing-wellness
1•paulpauper•1h ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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