Tag: code

Source URL: https://simonwillison.net/2025/Aug/22/deepseek-31/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek 3.1 Feedly Summary: DeepSeek 3.1 The latest model from DeepSeek, a 685B monster (like DeepSeek v3 before it) but this time it’s a hybrid reasoning model. DeepSeek claim: DeepSeek-V3.1-Think achieves comparable answer quality to DeepSeek-R1-0528, while responding more quickly. Drew Breunig points out that their benchmarks…

Simon Willison’s Weblog: too many model context protocol servers and LLM allocations on the dance floor

Aug 22, 2025

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Source URL: https://simonwillison.net/2025/Aug/22/too-many-mcps/#atom-everything Source: Simon Willison’s Weblog Title: too many model context protocol servers and LLM allocations on the dance floor Feedly Summary: too many model context protocol servers and LLM allocations on the dance floor Useful reminder from Geoffrey Huntley of the infrequently discussed significant token cost of using MCP. Geoffrey estimate estimates that…

The Register: Microsoft reportedly cuts China’s early access to bug disclosures, PoC exploit code

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Source URL: https://www.theregister.com/2025/08/21/microsoft_cuts_chinas_early_access/ Source: The Register Title: Microsoft reportedly cuts China’s early access to bug disclosures, PoC exploit code Feedly Summary: Better late than never after SharePoint assault? Microsoft has reportedly stopped giving Chinese companies proof-of-concept exploit code for soon-to-be-disclosed vulnerabilities following last month’s SharePoint zero-day attacks, which appear to be related to a leak…

AWS Open Source Blog: Open Protocols for Agent Interoperability Part 4: Inter-Agent Communication on A2A

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Source URL: https://aws.amazon.com/blogs/opensource/open-protocols-for-agent-interoperability-part-4-inter-agent-communication-on-a2a/ Source: AWS Open Source Blog Title: Open Protocols for Agent Interoperability Part 4: Inter-Agent Communication on A2A Feedly Summary: Welcome to Part 4 of our blog series on Open Protocols for Agent Interoperability where we will cover the Agent-to-Agent (A2A) protocol, AWS’ involvement with the Linux Foundation-based open standard, and our support…

Cloud Blog: 101+ gen AI use cases with technical blueprints

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/real-world-gen-ai-use-cases-with-technical-blueprints/ Source: Cloud Blog Title: 101+ gen AI use cases with technical blueprints Feedly Summary: A little over a year ago, we published a list of generative AI use cases that has since grown to include more than 600 examples of how organizations are putting AI to work. Yet for many developers and…

Cloud Blog: How startups can help build — and benefit from — the AI revolution

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/industry-leaders-on-whats-next-for-startups-and-ai/ Source: Cloud Blog Title: How startups can help build — and benefit from — the AI revolution Feedly Summary: Startups are at the forefront of generative AI development, pushing current capabilities and unlocking new potential. Building on our Future of AI: Perspectives for Startups 2025 report, several of the AI industry leaders…

Cloud Blog: Intelligent code conversion: Databricks Spark SQL to BigQuery SQL via Gemini

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Source URL: https://cloud.google.com/blog/products/data-analytics/automate-sql-translation-databricks-to-bigquery-with-gemini/ Source: Cloud Blog Title: Intelligent code conversion: Databricks Spark SQL to BigQuery SQL via Gemini Feedly Summary: As data platforms evolve and businesses diversify their cloud ecosystems, the need to migrate SQL workloads between engines is becoming increasingly common. Recently, I had the opportunity to work on translating a set of Databricks…

Cloud Blog: How to build a real-time voice agent with Gemini, Google ADK, and A2A protocol

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-a-real-time-voice-agent-with-gemini-adk/ Source: Cloud Blog Title: How to build a real-time voice agent with Gemini, Google ADK, and A2A protocol Feedly Summary: Building advanced conversational AI has moved well beyond text. Now, we can use AI to create real-time, voice-driven agents. However, these systems need low-latency, two-way communication, real-time information retrieval, and the ability…

Embrace The Red: Hijacking Windsurf: How Prompt Injection Leaks Developer Secrets

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