CODE

→ View original post on X — @databricks

MCP Academy: Building Secure AI Agent Servers and Registries

By

@databricks

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16 February 2026 21h35

Get hands-on with MCP. MCP Academy is a practical, half-day training for developers building AI agents. Brought to you by Databricks and @StackLokHQ
, you’ll learn how to build secure MCP servers, curate trusted registries, and use MCP skills to expand what your agents can do.

→ View original post on X — @karpathy

LLMs Transform Programming Languages and Formal Methods Constraints

By

@karpathy

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16 February 2026 20h15

I think it must be a very interesting time to be in programming languages and formal methods because LLMs change the whole constraints landscape of software completely. Hints of this can already be seen, e.g. in the rising momentum behind porting C to Rust or the growing interest

→ View original post on X — @akshay_pachaar

Paper and Code: Youtu-Agent Training Free GRPO Implementation

By

@akshay_pachaar

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16 February 2026 19h23

Paper: https://
arxiv.org/abs/2510.08191
v1
…
Code: https://
github.com/TencentCloudAD
P/youtu-agent/tree/training_free_GRPO
…

→ View original post on X — @jiquanngiam

Claude Code Memory Management for Team Development

By

@jiquanngiam

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16 February 2026 18h33

Does Claude Code auto memory work well for you? I just disabled it because I wanted memories to be in the repo shared across the team and I got tired of telling it to "update the claude/agents.md file instead of your local memory". Trying to figure out the best way to leverage

AI dev agency workflow with fixed pricing and 48-hour turnaround

By

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16 February 2026 14h28

What makes this different from a dev agency: → AI scans your codebase first (architecture, dependencies, file structure)
→ You chat with an AI assistant that asks the right clarifying questions
→ Price is fixed before any work begins
→ Average turnaround: 48 hours
→ They

Developers slower with AI tools despite feeling faster

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16 February 2026 14h28

A METR randomized controlled trial found something wild: Experienced developers were actually 19% SLOWER when using AI coding tools. Despite believing they were 20% faster. The perception gap is real. Vibe coders feel productive. But one cybersecurity firm found Fortune 50

Vibe coding and AI-driven MVP development challenges

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16 February 2026 14h28

Andrej Karpathy coined "vibe coding" in February 2025. The idea: describe what you want, let AI build it. Cursor, Bolt, Replit… founders went all in. Weekend MVPs. No engineers. Just prompts and prayers.
Then production happened. Bugs they couldn't debug. Database errors

AI coding tools boost output but raise security risks

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16 February 2026 14h28

84% of developers use AI coding tools daily.
25% of new startups ship codebases that are almost entirely AI generated.

But here's the stat nobody talks about: AI assisted developers produce 3-4x more code… and 10x more security issues.

Your vibe coded app isn't broken. It's… pic.twitter.com/PbTmkPGz4d
— God of Prompt (@godofprompt) 16 février 2026

84% of developers use AI coding tools daily.
25% of new startups ship codebases that are almost entirely AI generated. But here's the stat nobody talks about: AI assisted developers produce 3-4x more code… and 10x more security issues. Your vibe coded app isn't broken. It's