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Study Hard, Get a Career, Get Ahead? It's Not What It Used to Be

https://www.nytimes.com/2026/11/13/world/europe/education-meritocracy.html
1•pseudolus•1m ago•1 comments

The list of 95 European messaging apps

https://www.balsio.com/blog/european-messaging-apps
1•rmesters•7m ago•0 comments

Harald Welte Receives the European SFS Award 2026 at Sfscon

https://fsfe.org/news/2026/news-20261113-01.html
1•Tomte•7m ago•0 comments

Zenith Data Systems, Part I – By Bradford Morgan White

https://www.abortretry.fail/p/zenith-data-systems-part-i
1•rbanffy•9m ago•0 comments

Arm and SoftBank: Part 2 – Masa's gifts arrive

https://thechipletter.substack.com/p/arm-and-softbank-part-2-masas-gifts
1•rbanffy•9m ago•0 comments

Is there clear and convincing evidence that Alice Huang was a Chinese spy?

https://twitter.com/DavidSacks/status/2121070881258504395
1•MrBuddyCasino•10m ago•0 comments

64-Bit Bank Balances 'Ought to Be Enough for Anybody'? (2023)

https://tigerbeetle.com/blog/2023-09-19-64-bit-bank-balances-ought-to-be-enough-for-anybody/
2•ksec•11m ago•0 comments

Rape and Sexual Offences Prosecution Guidance, 2026 (UK)

https://www.cps.gov.uk/prosecution-guidance/rape-and-sexual-offences-prosecution-guidance-full-pa...
2•joebig•12m ago•1 comments

Europe's electric car sales jump 49% as global EV sales grow

https://electrek.co/2026/11/11/europes-electric-car-sales-jump-49-as-global-ev-sales-grow/
13•cisc•17m ago•1 comments

Why I Like Crashes as an ETF Investor, Visualized

https://budgetflow.cc/blog/why-i-like-crashes-as-an-etf-investor-visualized
1•mkrd•17m ago•0 comments

Tourette syndrome: The life-changing device helping to stop tics [video]

https://www.bbc.com/news/videos/c94gnv5e31gno
1•thunderbong•19m ago•0 comments

Monkey Island: all 13 versions side by side

https://monkeyisland.pages.dev/
2•birdculture•19m ago•0 comments

AMD in Depth 2026: Venice Makes Its Case on the Power Budget

https://www.hpcwire.com/2026/11/10/amd-in-depth-2026-venice-makes-its-case-on-the-power-budget/
1•rbanffy•20m ago•0 comments

Operate Claude Managed Agents inside your security perimeter

https://claude.com/resources/articles/self-hosted-claude-managed-agents
1•opwizardx•22m ago•0 comments

Stolen stablecoins: how the market absorbed $3.45B from Binance

https://crystalintelligence.com/stablecoins/stolen-stablecoins-binance/
3•usacoder•25m ago•0 comments

Gemini 4 Hydrogen (High) Intelligence, Performance and Price Analysis

https://artificialanalysis.ai/models/gemini-4-hydrogen-high
1•dkpk•26m ago•0 comments

Treating web animations as editable clips in a video timeline

1•Ubiquition•27m ago•0 comments

Show HN: Filiread – Classic books that highlight each word as it's read aloud

https://filiread.com/
1•ikolding•29m ago•0 comments

What makes a good software factory

https://www.robert-glaser.de/what-makes-a-good-software-factory/
1•youngbrioche•34m ago•0 comments

Reverse engineering a vintage diode-transistor logic chip

https://www.righto.com/2026/11/signetics-st680a-dtl-nand.html
1•rbanffy•37m ago•0 comments

AI Is Destroying the Trust Between Writers and Readers

https://www.theatlantic.com/books/2026/11/ai-literary-scams-amazon/689391/
5•FinnLobsien•37m ago•0 comments

MCP Tax

https://mcp-tax.com/
1•rwilinski•40m ago•0 comments

What do you think about Microsoft future? // Microsoft products down

4•yanikkumar•41m ago•3 comments

The unlikely seaside town on frontline of AI threat

https://www.theguardian.com/business/2026/nov/13/ai-uk-finance-jobs-bournemouth-tech
1•6LLvveMx2koXfwn•43m ago•0 comments

Artex detection signature pack (from IOC with playbook process)

https://blog.malwaremustdie.org/2026/11/mmd-072-2026-artex-detection-signature.html
1•MalwareMustDie•45m ago•0 comments

Perplexity Decider v1.3 and how Perplexity trains decision models

https://www.perplexity.ai/hub/blog/perplexity-decider
1•emschwartz•46m ago•0 comments

Show HN: Trovemarks – Turn your bookmarks into followable collections

https://trovemarks.com/
2•kehers•47m ago•0 comments

Multiple Microst 365 and consumer services are down

https://status.cloud.microsoft/m365/referrer=serviceStatusRedirect
3•brylie•48m ago•0 comments

llama.cpp v1.0

https://github.com/ggml-org/llama.cpp/releases/tag/v1.0.0
3•pvtmert•51m ago•1 comments

Show HN: A Python PoW ledger with post-quantum, vault and agent-allowance

https://github.com/Sajidsaj/mycoin-research
1•SAWANs•56m ago•0 comments
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