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AI agents accessing production database

1•Eapz_06•1h ago
So we have arrived at a point, our agent neeeds to interact with real production database.

So if you have implemented agents beyond the prototype stage, 1. what does your architecture is like, 2. any guardrails or runtime we need to custom build and 3. problems you have faced when it reached production.

So this is my first time implementing agents in production so rather than product recommendations please do give your learnings from real implementation. Client: a smb(mostly internal work)

I RE'd (and reimplemented) the ICSee camera app. The security is atrocious

https://github.com/voidnullvalue/Icsee-android
1•voidnullvalue•58s ago•0 comments

America Talked Itself into Chinese Open Source AI

https://www.resilientcyber.io/p/how-america-talked-itself-into-chinese
1•smurda•1m ago•0 comments

Hosting a 2,800 RPS app on Render – the good parts and the bad parts

https://judoscale.com/blog/judoscale-on-tour-render
1•adamlogic•1m ago•0 comments

Ramp – Render-style deploys on your own VPS

https://ramp.sh
1•mafras•1m ago•0 comments

OpenCode Data: Real-world AI model usage, cache ratios, and costs

https://opencode.ai/data/
1•ntcho•1m ago•0 comments

A document explainer with no signup and no permanent document storage

https://www.understanddocs.com
1•Nencheff•2m ago•0 comments

Collapse of Atlantic Currents May Already Be 'Locked In'

https://e360.yale.edu/digest/amoc-collapse-10-percent
1•Brajeshwar•3m ago•0 comments

High-cardinality metrics at scale: why the standard playbook is wrong

https://www.netdata.cloud/blog/high-cardinality-metrics-observability-scale/
1•tanelpoder•3m ago•0 comments

Werner's Nomenclature of Colours

https://www.c82.net/werner/
1•surprisetalk•3m ago•0 comments

DuckDuckGo's Free Browser Now Blocks Most YouTube Video Ads

https://www.cnet.com/tech/services-and-software/duckduckgos-free-browser-now-blocks-most-youtube-...
1•speckx•4m ago•0 comments

The number of job titles that mention AI (even outside of tech) is surging

https://www.nbcnews.com/data-graphics/job-site-data-shows-ai-jobs-increasing-rcna353336
1•freejoe76•5m ago•0 comments

People Who Will Thrive in the AI Age

https://www.theatlantic.com/ideas/2026/06/ai-open-ai-anthropic/687689/
1•Michelangelo11•6m ago•0 comments

Japan releases snowman-like asteroid image after flyby

https://phys.org/news/2026-07-japan-snowman-asteroid-image-flyby.html
1•root-parent•6m ago•0 comments

Apple Announces $30B Broadcom Deal to Make More US Chips

https://www.macrumors.com/2026/07/08/apple-announces-30-billion-broadcom-deal/
1•tosh•6m ago•0 comments

Stacking Chips Sideways Gives AI More Memory

https://spectrum.ieee.org/stacking-chips-sideways
1•rbanffy•7m ago•0 comments

Felons, Fraudsters Flog Offensive Cybersecurity Startup

https://krebsonsecurity.com/2026/07/felons-fraudsters-flog-offensive-cybersecurity-startup/
2•speckx•9m ago•0 comments

Show HN: I made a Chrome extension to share DevTools snapshots for bug reports

https://devtoolsexport.com/
1•mcb_software•9m ago•0 comments

Parchmint – an honest-preview Markdown editor for prompts and skill files

https://parchmint.app
1•mazheru•9m ago•0 comments

iPhone and XeOS App and External Display = Chromebook Style Desktop

https://old.reddit.com/r/iosapps/comments/1uqtzqk/iphone_xeos_app_external_display_chromebook_style/
1•marianf•9m ago•0 comments

A brewing battle: More IT workers want unions. The industry doesn't

https://www.computerworld.com/article/4191760/brewing-battle-more-tech-workers-want-unions-but-th...
1•chobeat•10m ago•0 comments

Show HN: Billotter – A free invoice generator running 100% in your browser

https://billotter.com/
1•DeathBringerVII•10m ago•0 comments

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity

https://arxiv.org/abs/2607.00248
1•gmays•12m ago•0 comments

We Are Living in a 'ChatGPT Flyer Pandemic'

https://www.404media.co/we-are-living-in-a-chatgpt-flyer-pandemic/
2•OccamsMirror•12m ago•1 comments

The internet has no front door for agents

https://blog.slopit.io/the-internet-has-no-front-door-for-agents/
1•asenna•13m ago•1 comments

Some New Agentic Patterns

https://blog.fsck.com/2026/07/05/new-patterns/
1•vinhnx•13m ago•0 comments

Meta's woes deepen in India as child abuse ads on Instagram draw government ire

https://www.cnbc.com/2026/07/06/meta-instagram-india-warning-whatsapp.html
2•root-parent•13m ago•0 comments

Build React Forms with AI Using Our Shadcn Form Builder [video]

https://www.youtube.com/watch?v=PaUs7tRPvuY
1•ishweta•13m ago•0 comments

The 'absolute magic' of Morse code that still connects people globally

https://www.bbc.com/news/articles/cwye0dlzgejo
1•austinallegro•13m ago•0 comments

Show HN: PACT – An open-source toolkit for privately signing digital content

https://github.com/ncrypt-ai/pact
1•rstock•14m ago•0 comments

Personal Software and BaremetalVMM

https://raesene.github.io/blog/2026/05/10/personal-software-and-baremetalvmm/
1•speckx•15m ago•0 comments