Luckily, codebases like NanoGPT or the speedrun completely reset people's expectations. But I couldn't find the same for RL; just training Qwen3-4b locally requires hundreds of entreprise-y packages, many of which glitch out when you get slightly off the beaten path…
CODE
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Security flaws in AI-generated code
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Ah, AI-generated code and its security problems… If there is one silent threat in cybersecurity in the coming years, it's the flaws introduced by AI that code. We are already seeing critical errors:
•API keys left on the client side, -
Programming Use Cases: Model Comparison and Performance Analysis
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what are your use cases (programming languages/stacks) and how do you find it in comparison to Sonnet/Opus?
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GLM 4.5 Outperforms Opus 4 in Function-Calling Benchmarks
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GLM 4.5 with Claude Code is the closest thing to Opus 4 > GLM 4.5 beats Opus 4 and Sonnet 4 in the Berkeley Function-Calling Benchmarks > GLM Coding Plans for Claude Code are $3/$15 NOT $100/$200 > For Agents: GLM 4.5 > KIMI K2 > QWEN 3 235B NON-THINKING > Qwen 3 CODER 480B
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GLM 4.5 Outperforms Opus 4 in Function-Calling Benchmarks
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GLM 4.5 with Claude Code is the closest thing to Opus 4 > GLM 4.5 beats Opus 4 and Sonnet 4 in the Berkeley Function-Calling Benchmarks > GLM Coding Plans for Claude Code are $3/$15 NOT $100/$200 > For Agents: GLM 4.5 > KIMI K2 > QWEN 3 235B NON-THINKING > Qwen 3 CODER 480B
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100+ Free AI Agents and RAG Tutorials Released
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Stay tuned for more such interesting posts → @Saboo_Shubham_ I have created 100+ AI Agents and RAG tutorials, 100% free and opensource. P.S: Don't forget to star the repo to show your support
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100+ Free Step-by-Step AI Agents and RAG Tutorials
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.
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Security guardrails for coding agents in organizations
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We need more visibility into their actions and be able to set real-time guardrails across all our coding agents to ensure we're security compliant. If you're rolling out Claude Code to your organization, this is crucial.
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Claude Code Deploys Real-time Protections Against Sensitive Data Leaks
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We just deployed some real-time protections to Claude Code and it's starting to flag calls that are risky! Just saw it stop an attempt to read .env.development – lots of keys in there, many of which we wouldn't want to be sent over to the LLM.
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Coding Agents Security Risks: Power and Dangers
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The latest coding agents are really powerful, but with that power comes great risks. They can run bash commands (to delete entire directories!), deploy to prod, or in this case, read secret files.