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Category: For Devs

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Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight
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Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight

  • 0

Most AI memory remembers the user. It stores your preferences, your tastes, and your role. Perplexity is taking a different […]

Google Cloud Introduces Open Knowledge Format (OKF): A Vendor-Neutral Markdown Spec for Giving AI Agents Curated Context
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Google Cloud Introduces Open Knowledge Format (OKF): A Vendor-Neutral Markdown Spec for Giving AI Agents Curated Context

  • 0

Foundation models keep getting stronger, yet they still stall on the same thing: context. A model can write code or […]

Moonshot AI Releases Kimi K2.7-Code: a Coding Model Reporting +21.8% on Kimi Code Bench v2 Over K2.6
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Moonshot AI Releases Kimi K2.7-Code: a Coding Model Reporting +21.8% on Kimi Code Bench v2 Over K2.6

  • 0

This week, Moonshot AI released Kimi K2.7-Code. It is a coding-focused, agentic model. The model weights ship on Hugging Face […]

Google’s New Colab CLI Lets Developers and AI Agents Run Python on Remote Colab GPUs and TPUs From the Terminal
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Google’s New Colab CLI Lets Developers and AI Agents Run Python on Remote Colab GPUs and TPUs From the Terminal

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This week, Google AI team released the Colab CLI. The tool connects your local terminal to remote Colab runtimes. It […]

Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference
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Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference

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Speculative decoding is a technique for speeding up large language model inference. A small, fast draft model proposes several tokens. […]

WorkOS Releases auth.md: An Open Agent Registration Protocol Built on OAuth Standards
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WorkOS Releases auth.md: An Open Agent Registration Protocol Built on OAuth Standards

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For years, authentication on the web followed one design assumption: a human sits behind a browser. Click a button. Fill […]

Tencent Open-Sources TencentDB Agent Memory: A 4-Tier Local Memory Pipeline for AI Agents
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Tencent Open-Sources TencentDB Agent Memory: A 4-Tier Local Memory Pipeline for AI Agents

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Tencent has released TencentDB Agent Memory, an open-source memory system for AI agents. The project ships under the MIT license. […]

Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints
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Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints

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Attackers increasingly target the packages, editor extensions, and AI tool configs on developer machines and not just production systems. Perplexity […]

What is a Forward Deployed Engineer: The AI Role OpenAI, Anthropic, and Google Are Hiring in 2026
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What is a Forward Deployed Engineer: The AI Role OpenAI, Anthropic, and Google Are Hiring in 2026

  • 0

The term ‘Forward Deployed Engineer’ (FDE) sounds military. That is intentional. A Forward Deployed Engineer is a software engineer who […]

Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs
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Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs

  • 0

Most programming languages were designed for humans who read error messages, interpret warnings, and manually trace through stack output to […]

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