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New features, redesigns, and commercial changes in AI products and applications.

307 top picks all-time · 200 in the past 30 days · chosen from 4,936 items collected all-time

Latest pick

Top picks archive · Page 16

Top picks 301–307 of 307

Dec 4, 2025

Dec 4, 2025Thu

Oct 15, 2025

Oct 15, 2025Wed
  1. Cognition Blog (Devin, Windsurf)OfficialAI score73

    Cognition releases SWE-grep models for fast parallel code context retrieval

    AICognition introduces SWE-grep and SWE-grep-mini, fast agentic models trained with reinforcement learning for multi-turn context retrieval in coding tasks.

    Why it matters: The post explains the speed-intelligence tradeoff in agentic code search, showing how parallel tool calls and RL training change the cost of retrieving context for coding agents.

May 21, 2025

May 21, 2025Wed
  1. Cognition Blog (Devin, Windsurf)OfficialAI score62

    Cognition launches official DeepWiki MCP server for indexed GitHub repos

    AICognition launched the official DeepWiki Model Context Protocol server, which is free and requires no login or authentication.

    Why it matters: The source names the three tools and the access path, showing how indexed GitHub repositories can be queried programmatically without login.

May 14, 2025

May 14, 2025Wed
  1. Cognition Blog (Devin, Windsurf)OfficialAI score62

    Devin 2.1 adds confidence ratings and built-in codebase intelligence

    AICognition has released Devin 2.1, which reports its confidence in completing tasks using green, yellow, and red ratings.

    Why it matters: The post explains how Devin now shows confidence scores and asks clarifying questions, which changes how teams can decide which tasks to hand over.

Apr 2, 2025

Apr 2, 2025Wed

Dec 9, 2024

Dec 9, 2024Mon
  1. Cognition Blog (Devin, Windsurf)OfficialAI score67

    Cognition makes Devin generally available to engineering teams from $500 a month

    AICognition is making Devin generally available to engineering teams starting at $500 a month, with no seat limits and access to its Slack integration, IDE extension, and API. The post recommends starting with small frontend bugs, first-draft PRs for backlog tasks, and targeted refactors, and shares open-source PR sessions where Devin resolved issues for projects including Anthropic MCP, Zod, and nanoGPT.

    Why it matters: The post shows concrete open-source PR examples and the tasks where Devin works best, helping teams judge where an autonomous coding agent fits their workflow.

Mar 11, 2024

Mar 11, 2024Mon
  1. Cognition Blog (Devin, Windsurf)OfficialAI score88

    Cognition introduces Devin, an AI agent that works on software engineering tasks

    AICognition introduces Devin as an AI software engineer that can plan and execute complex engineering tasks with a shell, code editor, and browser.

    Why it matters: The post pairs Devin's end-to-end task demos with SWE-bench results against prior models, letting readers weigh the claimed capability against the evaluation setup.