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Deployment & engineering

Engineering practice for running models: inference optimization, memory and cost, serving architecture, and infrastructure choices.

402 top picks all-time · 233 in the past 30 days · chosen from 4,244 items collected all-time

Latest pick 29m ago

Top picks 401–402 of 402

Apr 2, 2025Wed

Apr 2, 2025Wednesday

Cognition Blog (Devin, Windsurf)OfficialAI score75
Cognition launches Devin 2.0 with agent-native IDE and new planning tools
AICognition has released Devin 2.0, a new agent-native IDE experience with a flexible plan starting at $20.
Why it matters: The release adds planning, codebase search, and auto-generated wikis to Devin, showing how an agent can prepare work before executing it.
- Agents
- Coding

Dec 9, 2024Mon

Dec 9, 2024Monday

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.
- Agents
- Coding