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We Replaced ETL with MCP

https://rashidazarang.com/c/how-were-making-business-software-talk-to-each-other-10x-faster
11•rashidae•20h ago

Comments

rashidae•20h ago
We used to spend 40–80 hours writing and maintaining brittle ETL code for every integration. Now we spend 4–8 hours deploying MCP (Model Context Protocol) interfaces and letting AI handle the rest. No hardcoded pipelines.
criticalfault•13h ago
Can you give some more info on the results?

Meaning, correctness, completeness, etc...

Would you use it for e.g. tax information? Because if wrong, you could get fined.

rooftopzen•13h ago
You naively replaced deterministic process w probabilistic process - following a trend that is uneducated.

I am taking screenshots of blogposts like this for a museum exhibit opening next year - lmk if you’re willing.

nickphx•11h ago
That's a bold move. Hopefully there are no stray cats.
bakemawaytoys•5h ago
I have asked AI on multiple occasions to take items from some input and output a table, or a json structure and every time it has simply skipped or ignored several items from the input for no reason.

This sounds like a terrible idea, and nearly impossible to debug when it inevitably drops data.

SolubleSnake•21m ago
As others have mentioned this is an extremely odd thing to expect to work....

I'll give an example. I worked for a FTSE 100 company using a very old Product Lifecycle Management system (model manager - based actually on pre-DOS technology)....we had to upgrade it to a new fancy one.

Therefore we had to migrate all data relating to the company, and group companies engineering designs...everything to do with 2D drawings, 3D designs...any important connections etc....all electrical designs....excel sheets related to these containing lists of PCBs and their component parts in Bills Of Materials etc...There is absolutely no way in hell I would trust AI with almost any of that, to get it right....or even to attempt a load without almost immediately erroring.

The Valley Boy: Remembering Grant Cline

https://www.climbing.com/community/yosemite-free-soloist-who-fell-from-royal-arches-grant-cline/
1•LorenzoGood•1m ago•0 comments

Deep Agents

https://blog.langchain.com/deep-agents/
1•saikatsg•1m ago•0 comments

Show HN: Aya – Open-source AI assistant that gives live hints during sales calls

https://github.com/MiraiPitch/Aya-Assistant
1•jonathanlehner•2m ago•0 comments

SFrame Stack Trace Format

https://sourceware.org/binutils/wiki/sframe
1•tanelpoder•5m ago•0 comments

Persona vectors: Monitoring and controlling character traits in language models

https://www.anthropic.com/research/persona-vectors
1•tzury•6m ago•1 comments

I Discovered the Semantic Manifold Theory. All Millennium Prize Problems Solved

https://osf.io/xqswe/files/osfstorage
1•TomConWork•7m ago•2 comments

Atlassian terminates 150 staff with pre-recorded video

https://www.cyberdaily.au/digital-transformation/12441-atlassian-terminates-150-staff-with-pre-recorded-video-will-be-largely-replaced-by-ai
3•speckx•8m ago•1 comments

Gemini 2.5 Deep Think Model Card [pdf]

https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-2-5-Deep-Think-Model-Card.pdf
2•tzury•9m ago•0 comments

Everything the right (and left) are getting wrong about the UK Online Safety Act

https://www.theguardian.com/commentisfree/2025/aug/01/everything-right-left-politics-getting-wrong-online-safety-act
1•robaato•9m ago•0 comments

Let me tell you about my journey through 35 years of Zen practice

https://aeon.co/essays/let-me-tell-you-about-my-journey-through-35-years-of-zen-practice
1•herbertl•11m ago•0 comments

Trump seeks to fire official overseeing jobs data after weak report

https://www.denverpost.com/2025/08/01/trump-jobs-data/
4•ctoth•13m ago•0 comments

Friending

https://www.profgalloway.com/friending/
3•herbertl•13m ago•0 comments

Amazon Kiro AI IDE – Pricing Announcement

https://kiro.dev/pricing/
2•pekostrophy•18m ago•0 comments

ChatGPT users shocked to learn their chats were in Google search results

https://arstechnica.com/tech-policy/2025/08/chatgpt-users-shocked-to-learn-their-chats-were-in-google-search-results/
1•apparent•23m ago•1 comments

Things I Know

https://usefulfictions.substack.com/p/50-things-i-know
1•stacktrust•23m ago•0 comments

This web framework was built by Claude

https://www.rgk.io/posts/built-by-claude
2•rkimb•23m ago•0 comments

Banning VPNs to protect kids? Good luck with that

https://www.theregister.com/2025/07/31/banning_vpns_to_protect_kids/
3•chrisjj•23m ago•0 comments

Commissioner of labor statistics fired after weaker-than-expected jobs figures

https://www.cnbc.com/2025/08/01/trump-erika-mcentarfer-jobs-report-fired.html
8•belter•24m ago•1 comments

Trump Orders Subs Repositioned in Rare Nuclear Threat to Russia

https://www.nytimes.com/2025/08/01/us/politics/trump-nuclear-submarines-russia.html
4•geox•24m ago•0 comments

Bazel and Action (Non-) Determinism

https://blogsystem5.substack.com/p/bazel-action-determinism
2•naves•24m ago•0 comments

Terrible UX in Google Groups when using mobile

1•sumanep•27m ago•1 comments

A report card for Indian IT companies

https://thedailybrief.zerodha.com/p/a-report-card-for-indian-it-companies
2•saikatsg•28m ago•0 comments

Magical_rs

https://crates.io/crates/magical_rs
2•reimisdev•28m ago•1 comments

Trump orders firing of labor stats chief after data showed jobs growth slowed

https://www.theguardian.com/us-news/2025/aug/01/trump-fires-erika-mcentarfer-labor-statistics
10•throwaway5752•28m ago•4 comments

Show HN: AwesomeIndex – Search GitHub's "Awesome" Lists

https://awesomeindex.dev
2•willmorrison•29m ago•0 comments

Philz Coffee close to closing deal to sell to private equity firm for $145M

https://missionlocal.org/2025/07/philz-coffee-private-equity-sell/
4•danso•35m ago•1 comments

BMW I6, V8M Cars Will Survive Emissions Crackdown with No Performance Loss

https://www.thedrive.com/news/bmw-i6-v8-m-cars-will-survive-emissions-crackdown-with-no-performance-loss
1•PaulHoule•36m ago•0 comments

Jury Says Tesla Was Partly to Blame for Fatal Crash

https://www.nytimes.com/2025/08/01/business/tesla-autopilot-federal-trial-verdict.html
9•georgecmu•40m ago•1 comments

Clarifying recent headlines on gaming content

https://www.mastercard.com/us/en/news-and-trends/press/2025/august/clarifying-recent-headlines-on-gaming-content.html
26•mosura•40m ago•17 comments

If you Google 'bad UX', all the results appear in Comic Sans

https://www.google.com/search?q=bad+UX&sca_esv=3d1e29cf7e253e0e&sxsrf=AE3TifPI3Zlb9DuAvgLQfOsNJAeRxALXIQ%3A1754074055107&ei=xwuNaPmrBuyIkdUPoKuEuQQ&ved=0ahUKEwi5q9uHo-qOAxVsRKQEHaAVIUcQ4dUDCBA&uact=5&oq=bad+UX&gs_lp=Egxnd3Mtd2l6LXNlcnAiBmJhZCBVWEgAUABYAHAAeACQAQCYAQCgAQCqAQC4AQPIAQCYAgCgAgCYAwCSBwCgBwCyBwC4BwDCBwDIBwA&sclient=gws-wiz-serp
10•liquid99•41m ago•4 comments