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  1. Cognition Blog (Devin, Windsurf)AI score50

    Cognition launches Devin Desktop, the next generation of Windsurf

    AICognition has announced Devin Desktop, the next generation of Windsurf, which makes the Agent Command Center the default IDE surface for managing local and cloud agents, PRs, and context. Spaces let related agents share context, and Agent Client Protocol (ACP) support lets any ACP-compatible agent run alongside Devin. The IDE remains fully backwards-compatible with Windsurf, including editor extensions, keybindings, LSPs, and terminal workflows.

  2. PaddlePaddleAI score36

    PaddleOCR and ERNIE Image now available as official Dify plugins

    AIPaddleOCR and ERNIE Image are now available as official Dify plugins, bringing document parsing and image generation into Dify's agent workflows. PaddleOCR, powered by PP-OCRv5, PP-StructureV3, and PaddleOCR-VL, turns images, scanned PDFs, and multilingual documents into structured data for chunking, vectorization, and RAG, with private or on-prem deployment supported. ERNIE Image offers free generation, a Turbo mode with 8-step inference, and an OpenAI-style API.

    Image from @PaddlePaddle's post

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  1. MiniMax BlogAI score67

    MiniMax Agent Team Adds Parallel Multi-Agent Collaboration for Long Tasks

    AIMiniMax has upgraded its Agent, renamed Mavis, and introduced Agent Teams that run multiple role-based Agents in parallel on desktop. The team uses Leader, Worker, and Verifier roles so complex tasks can be split, checked, and reported at key checkpoints, and it merges TokenPlan and Agent Plan into one subscription with credits shared between Agent and API. The post also discusses the added token, handoff, and retry costs of multi-Agent work, and says the Agent will be open-sourced alongside MiniMax M3.

    Why it matters: The post explains why multi-Agent helps long tasks and where its verification, token, and aggregation costs come from, useful for judging when a team setup beats a single Agent.

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  1. Cognition Blog (Devin, Windsurf)AI score46

    Devin Gains Native Windows Environment for Building, Testing, and Migrating Apps

    AICognition's Devin AI software engineer can now build, run, and test code natively in its own Windows virtual machine, including migrating .NET Framework apps to .NET Core. The Windows capability is in beta for Enterprise Cloud and Dedicated Deployment customers, with the same SOC 2 Type II and ISO 27001 controls as the Linux version. Citi and Mercedes-Benz are named as existing Devin users.

  2. PaddlePaddleAI score36

    PaddleOCR 3.5 adds Hugging Face Transformers as inference backend

    AIPaddleOCR 3.5 now supports Hugging Face Transformers as an inference backend, letting users run PP-OCRv5 and PaddleOCR-VL 1.5 models directly within the Transformers ecosystem. Users can select it with engine="transformers" while keeping the same PaddleOCR pipeline, which the post says eases integration for RAG and Document AI applications.

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  1. Cognition Blog (Devin, Windsurf)AI score60

    Cognition launches Auto-Triage, letting Devin investigate alerts and open fixes

    AICognition has released Auto-Triage in Devin Automations, which lets Devin respond to Slack messages, Linear events, GitHub activity, schedules, and webhooks. Devin can investigate with connected observability tools and the codebase, then post a summary, tag an owner, or open a PR. Devin runs in network-sandboxed environments with added protections against prompt injection and data exfiltration, and a limited-time offer gives $200 in credits for a first automation.

    Why it matters: The post shows how an agent handles alerts and bug reports from existing team channels, a practical pattern for teams weighing automated incident response.

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  1. Cognition Blog (Devin, Windsurf)AI score40

    Devin now supports Android emulators for building and testing apps

    AICognition's Devin can now spin up an Android Virtual Device, letting it build, run, and test Android applications directly on its own machine. The new emulator support gives Devin an Android equivalent of computer and browser use, so it can open apps, inspect behavior, reproduce issues, and verify changes. The feature is available now for teams using Devin.

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  1. Sam BowmanAI score38

    Anthropic donates open-source alignment testing tool Petri to Meridian Labs

    AIAnthropic is donating Petri, its open-source interactive behavioral-evals tool for alignment testing, to Meridian Labs so development can continue independently. Working with Meridian, Anthropic has also released a major update improving the adaptability, realism, and depth of Petri's tests. Developers are invited to try the tool and contribute.

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  1. DeepSeek API NewsAI score67

    DeepSeek API adds V4-Pro and V4-Flash, retiring legacy model names in July 2026

    AIThe DeepSeek API now supports V4-Pro and V4-Flash through both the OpenAI ChatCompletions and Anthropic interfaces. Developers keep the same base_url and set the model parameter to deepseek-v4-pro or deepseek-v4-flash. The legacy names deepseek-chat and deepseek-reasoner will be discontinued on 2026-07-24, and until then they map to the non-thinking and thinking modes of deepseek-v4-flash, respectively.

    Why it matters: The source gives exact model names, an unchanged base URL, and a July 2026 discontinuation date, so developers can plan their migration from legacy names.

Apr 22

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  1. Factory NewsAI score38

    Factory's Automated QA Skill Tests Apps Like Real Users and Posts Reports to PRs

    AIFactory has released an Automated QA skill that drives an app as a real user would, filling forms, typing into terminals, and calling endpoints, then posts a structured report with screenshots, terminal snapshots, and API traces as a single updating comment on each pull request. Teams can run it on every push or make it an optional CI check triggered by a PR label, comment command, or manual dispatch, and developers can run /qa locally in any Droid session. Automated QA is available today in all Factory plans.

  2. koray kavukcuogluAI score49

    Google unveils 8th-generation TPUs, with 8t for training and 8i for inference

    AIAt Google Cloud Next this week, Google introduced its 8th-generation TPUs, split into two variants: 8t for massive-scale training and 8i for low-latency inference. Google presents the launch as a milestone in its accelerator roadmap, aimed at optimizing the full AI stack. The post links to a blog with further details on the systems architecture.

Apr 21

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  1. Nick TurleyAI score67

    ChatGPT Images 2.0 launches with better instruction following and dense text rendering

    AINick Turley announced ChatGPT Images 2.0 as a major advance in image generation, citing better adherence to detailed instructions, rendering of dense text, and more accurate understanding of the world. He said the model can spend extra time planning and refining outputs for tasks needing more accuracy and clarity, and that users have generated over 1 billion images with ChatGPT.

    Why it matters: The post names concrete gains in instruction following, dense text rendering, and optional extended thinking for image output, which helps readers gauge practical scope.

    Image from @nickaturley's post
  2. NVIDIA AI DeveloperAI score29

    NVIDIA OpenShell v0.0.34 adds live sandbox policy updates and VM installs

    AINVIDIA's OpenShell v0.0.34 release lets users update sandbox policy without restarting the runtime. The update also adds install-vm, which installs the gateway and VM driver with new --driver-dir support, and sandbox get, which shows the active runtime policy. Supervisor seccomp improvements and HTTP normalization are included as well.

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  1. NVIDIA AI DeveloperAI score35

    OpenShell v0.0.33 adds hardened sandboxing and a standalone libkrun driver

    AINVIDIA released OpenShell v0.0.33, which adds seccomp and process-limit hardening, inference routing, and a standalone libkrun compute driver. The libkrun driver provides a lightweight VM backend as a second compute path for agents. The release also includes bug fixes, a docs refresh, and improved test stability.

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  1. Cognition Blog (Devin, Windsurf)AI score49

    Devin Introduces New Self-Serve Plans and Charges for Ask Devin and Devin Review

    AIDevin is retiring its Core and Team plans for a new lineup of Free, Pro at $20/month, Max at $200/month, Teams with usage-based billing and an $80/month minimum, and custom-priced Enterprise. Ask Devin's Deep Mode, Devin Review after a 2-week free trial, and higher-quality DeepWiki generation will move to usage-based billing, with DeepWiki's existing generation and open-source Devin Review remaining free. Self-serve usage beyond included quota will be billed in dollars rather than ACUs.

  2. BAAIAI score40

    ClawKeeper v1.0 releases open-source security framework for OpenClaw AI agents

    AIBAAI announces ClawKeeper v1.0, an open-source security framework for OpenClaw AI agents, combining Skill-based command policies, Plugin-based runtime monitoring, and a Watcher system-level observer. The independent Watcher is designed to block high-risk operations such as prompt injections, key leaks, rogue commands, and remote code execution, even if the agent is compromised. The paper is available on arXiv and the project code is hosted on GitHub.

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  1. Stability AIAI score44

    Stability AI launches Brand Studio, a creative production platform built around brand identity

    AIStability AI has introduced Brand Studio, an end-to-end creative production platform for enterprise teams that builds around each brand's identity. Its Brand Central hub supports custom Brand ID models and Campaigns, while Producer Mode turns prompts into step-by-step production plans. Curated Model Routing selects models including Stable Diffusion, Nano Banana, and Seedream, and new Precision Inpainting and Product Insertion tools enable targeted edits.