More tools don’t always mean more output. How to reduce context switching, shrink your tool cockpit, and measure flow instead of vanity metrics.
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Posts by Alissa Vuillier
Hands-on review of 5 rising GitHub tools for 2025: Hoppscotch, Localstack, it-tools, SurrealDB, and Tabby. Discover which tools are worth adopting in your dev workflow with insights from collab.dev collaboration patterns.
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The Context Illusion: Why LLMs Don't Know Your Code Like You Think They Do
by Alissa Vuillier • 7/22/2025Discover why LLMs don't truly understand your codebase and how context gaps create technical debt. Learn practical solutions for better AI-assisted development and avoid high-confidence mistakes.
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Exploring authorship and accountability in AI-assisted development. Learn how teams are handling responsibility when Claude, Copilot, and other AI tools write code.
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Discover how Model Context Protocol (MCP) revolutionized AI tool calling - from messy prompt hacking to standardized, secure, and reusable tool integrations across LangChain, LangGraph, and Claude.
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The story of how collab.dev went from a hackathon prototype to a living resource used by hundreds of developers and maintainers - and what we learned about measuring what truly matters in open source collaboration.
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Greptile: AI-powered code reviewer that understands your entire codebase context. Integrated with PullFlow to deliver enhanced code quality and streamlined development workflows.
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Discover how AI is transforming developer collaboration beyond just merge speed, reshaping team dynamics, psychological safety, and code review processes. Learn how modern review systems are creating more effective, confident, and collaborative development teams.
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