LLM-based Agents for Software Engineering Great report on the challenges and opportunities around LLM-based agents for software engineering across the software development life cycle. Topics covered:
– LLM selection
– SE evaluation benchmarks
– Agentic frameworks
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SOFTWARE
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LLM-Based Agents Transform Software Engineering Lifecycle
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Secure filesystem-style access to cloud storage for data scientists
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When data scientists want filesystem-style access, platform teams often pay dearly in duplication and its costs. Learn to securely expose Azure Blob storage & Google Cloud Storage as familiar directories w/ no brittle hacks or parallel storage systems. https://
domino.buzz/4qAi0ks -
DeepSeek repo references new model1 and FlashMLA attention kernels
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One of the DeepSeek repositories got updated with a reference to a new “model1” model. “FlashMLA is DeepSeek's library of optimized attention kernels, powering the DeepSeek-V3 and DeepSeek-V3.2-Exp models.” Soon?
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Claude Code and AI Safety: Key Stories This Week
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Top stories in AI today: – Claude Code rattles software stocks
– Ex-OpenAI policy lead’s AI safety nonprofit
– Optimize prompting with this Markdown strategy
– Anthropic’s Economic Index 2026
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/claude-code-
sparks-selfware-era
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Built own Perplexity with full control over pricing and terms
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Also built Perplexity. Same search, same citations, same everything.
— God of Prompt (@godofprompt) 19 janvier 2026
Difference? I control it. They can't jack up my price or change terms whenever they want.
That's power. pic.twitter.com/UdUkl9GNsGAlso built Perplexity. Same search, same citations, same everything. Difference? I control it. They can't jack up my price or change terms whenever they want. That's power.
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Built my own Cursor in 12 minutes, no subscription fees
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Built my own Cursor in 12 minutes. Full coding assistant.
— God of Prompt (@godofprompt) 19 janvier 2026
Cursor makes a billion a year. I own mine now. Zero subscription fees.
You see where this is going? pic.twitter.com/oeFVCdr47YBuilt my own Cursor in 12 minutes. Full coding assistant. Cursor makes a billion a year. I own mine now. Zero subscription fees. You see where this is going?
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Alibaba’s Qwen App Turns Ecosystem Services into Executable AI Capabilities
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Tired of "AI assistants" that just chat and never act? This is what execution looks like. Testing now in China: https://
alizila.com/alibabas-qwen-
app-advances-agentic-ai-strategy-by-turning-core-ecosystem-services-into-executable-ai-capabilities/
… AI that works. Not AI that watches. -
Qwen App integrates Alibaba ecosystem, hits 100M users in 2 months
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Qwen App sits on Alibaba's entire ecosystem. Taobao. Alipay. Fliggy. Amap. One AI interface controlling everything. Hit 100M users in 2 months because it actually saves time instead of just talking about it.
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Task Assistant is an insane all-in-one AI workforce
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The "Task Assistant" is legitimately insane:
— God of Prompt (@godofprompt) 19 janvier 2026
→ Makes real phone calls to restaurants (full transcripts).
→ Plans multi-city trips and books everything
→ Processes 100 documents at once
→ Builds and deploys web apps
This isn't a chatbot. It's a workforce. pic.twitter.com/ZLkKybkhVVThe "Task Assistant" is legitimately insane: → Makes real phone calls to restaurants (full transcripts).
→ Plans multi-city trips and books everything
→ Processes 100 documents at once
→ Builds and deploys web apps This isn't a chatbot. It's a workforce. -
Alibaba’s Qwen App evolves from AI talk to AI execution
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@AlibabaGroup just dropped something wild. Qwen App went from "AI that talks" to "AI that executes". Order food, book flights, pay bills, call restaurants, process 100 documents… all in one chat. No app switching. No manual workflows. Just done.