ContentPosts from @kala..
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@kala shared a link, 1 week, 6 days ago
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How to write a great agents.md: Lessons from over 2,500 repositories

A GitHub Copilot feature allows for custom agents defined inagents.mdfiles. These agents act as specialists within a team, each with a specific role. The success of an agents.md file lies in providing a clear persona, executable commands, defined boundaries, specific examples, and detailed informati.. read more  

How to write a great agents.md: Lessons from over 2,500 repositories
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@kala shared an update, 2 weeks ago
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Google Unveils Antigravity: An Agentic IDE Built for Autonomous Coding

Google Antigravity

Google introduces Antigravity, an AI-driven platform enhancing IDEs with autonomous coding capabilities, now in public preview.

Google Unveils Antigravity: An Agentic IDE Built for Autonomous Coding
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@kala added a new tool Google Antigravity , 2 weeks ago.
News FAUN.dev() Team Trending
@kala shared an update, 2 weeks ago
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Finally: AI Image Generation That Handles Text Correctly - Meet Nano Banana Pro

Nano Banana Pro

Google DeepMind introduces Nano Banana Pro, an advanced image generation and editing model, enhancing creative capabilities and available globally in the Gemini app.

Finally: AI Image Generation That Handles Text Correctly - Meet Nano Banana Pro
 Activity
@kala added a new tool Nano Banana Pro , 2 weeks ago.
News FAUN.dev() Team Trending
@kala shared an update, 2 weeks ago
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Real Repos, Real Tasks, Real Stakes: Cline-Bench Drops With $1M for Open Source

Cline-bench launches to offer realistic AI coding benchmarks, pledging $1M to support open source maintainers and enhance research with real-world challenges.

Real Repos, Real Tasks, Real Stakes: Cline-Bench Drops With $1M for Open Source
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@kala shared a link, 2 weeks, 6 days ago
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The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix

Researchers squeezed GPT-2-class performance out of a model trained on just1 billion tokens- 10× less data - by dialing in a sharp dataset mix:50% finePDFs, 30% DCLM-baseline, 20% FineWeb-Edu. Static mixing beat curriculum strategies. No catastrophic forgetting. No overfitting. And it hit90%+of GPT-.. read more  

The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix
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@kala shared a link, 2 weeks, 6 days ago
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Jensen Huang's Stark Warning: China's 1 Million AI Workers vs America's 20,000

Nvidia CEO Jensen Huang, in some leaked comments, didn’t mince words: U.S. export bans aren’t hobbling China’s AI game - they’re fueling it. He pointed to Huawei’s 910C chip edging close to H100 territory, a forecast putting China ahead in AI compute by 2027, and a fast-growing local chip industry n.. read more  

Jensen Huang's Stark Warning: China's 1 Million AI Workers vs America's 20,000
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@kala shared a link, 2 weeks, 6 days ago
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Context Management in Amp

Amp stretches the context window into something more useful. It pulls in system prompts, tool info, runtime metadata, even AGENTS.md files - fuel for agentic behavior. It gives devs serious control: edit messages, fork threads, drop in files with @mentions, hand off conversations, or link threads to.. read more  

Context Management in Amp
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@kala shared a link, 2 weeks, 6 days ago
FAUN.dev()

Inside Cursor - Sixty days with the AI coding decacorn

Cursor is shaking up recruiting by treating the hiring process as more about the person than the job, resulting in a fast-growing team of exceptional individuals drawn in by the company's compelling mission and focus on challenging technical problems. Women in product and engineering roles are a kno.. read more