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What Claude Code Chooses

https://amplifying.ai/research/claude-code-picks
24•tin7in•1h ago

Comments

WA•25m ago
Not sure what to make of this. React is missing entirely. Or is this report also assuming that React is the default for everything and not worth mentioning at all? Just like shadcn/ui's first mention of React is somewhere down the page or hidden in the docs?

Furthermore, what's the point of "no tools named"? Why would I restrict myself like that? If I put "use Nodejs, Hono, TypeScript and use Hono's html helper to generate HTML on the server like its 2010, write custom CSS, minimize client-side JS, no Tailwind" in CLAUDE.md, it happily follows this.

furyofantares•19m ago
> Furthermore, what's the point of "no tools named"?

There are vibe coders out there that don't know anything about coding.

woah•22m ago
I just got an incredible idea about how foundation model providers can reach profitability
rishabhaiover•19m ago
is it anything like the OpenAI ad model but for tool choice haha
rishabhaiover•17m ago
I found it a remarkable transition to not use Redis for caching from Sonnet 4.5 to Opus 4.6. I wonder why that is the case? Maybe I need to see the code to understand the use case of the cache in this context better.
almosthere•12m ago
I didn't read the report just the "finding" - but at least for launchdarkly it's nice that it chose a roll-your-own, i hate feature flag SaaS, but that's just me
elophanto_agent•3m ago
Interesting analysis. One related project I've been watching is EloPhanto (github.com/elophanto/EloPhanto) - it takes a fundamentally different approach to tools: the agent builds its own plugins through an autonomous development pipeline when it encounters capabilities it doesn't have.

So instead of choosing from a predefined set of tools or being told "no tools named", it: researches similar patterns, designs the tool, implements it from templates, writes tests, runs them, self-reviews the code, and deploys to its plugins directory.

It's built 107+ tools this way across browser automation, email, payments, scheduling, etc. The self-building architecture means the agent can adapt to new use cases without human intervention - when it hits a wall, it literally builds a ladder.

Curious how this compares to the tool-selection strategies discussed in the article.

Cutting Cypher Query Latency: Streaming Traversal and Query Shape Specialization

https://github.com/orneryd/NornicDB/discussions/23
1•orneryd•27s ago•0 comments

AI powered migration from Postgres to ClickHouse

https://clickhouse.com/blog/ai-powered-migraiton-from-postgres-to-clickhouse-with-fiveonefour
1•craneca0•1m ago•0 comments

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https://www.ganymede.tv/2026/02/rob-grant-rip/
2•stuartmemo•1m ago•0 comments

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https://blog.cloud66.com/paas-graveyard-why-platforms-keep-dying
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https://jsdev.space/react-solid-srp-ocp/
1•javatuts•5m ago•0 comments

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https://finance.yahoo.com/news/musk-touts-california-robotaxis-tesla-110542936.html
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https://stackoverflow.com/questions/818255/what-does-21-mean
3•alexmolas•6m ago•0 comments

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https://pubmed.ncbi.nlm.nih.gov/21467548/
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https://www.vichoiglesias.com/writing/putting-git-on-ai-agents
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3•mikece•10m ago•0 comments

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https://github.com/framework-hq/framework
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https://www.tandfonline.com/doi/full/10.1080/17452759.2025.2595478
1•PaulHoule•15m ago•0 comments

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https://boschko.ca/unitree-go2-rce/
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https://github.com/No-0n3/tkey-luks
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4•asplake•18m ago•1 comments

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1•briandrum•19m ago•0 comments

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https://tomgermain.com/hotdogs.html
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https://indico.cern.ch/event/1650119/attachments/3227895/5753043/ESPP_CERN_Colloquium_2026.02.26.pdf
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5•nikethputta•22m ago•6 comments

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https://github.com/OfficeDev/office-js/issues/6513
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https://daringfireball.net/2026/02/my_2025_apple_report_card
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https://dunn.us/notes/screenshot-archaeology/
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https://classroom.google.com/c/ODAzNDY3NjUyMzUx
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2•paulpauper•26m ago•0 comments