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[Spec]
Google's DESIGN.md
We are currently testing Google's DESIGN.md specification to see how it performs and scales within real-world development projects. Stay tuned as we analyze its impact on structuring software architecture documentation for AI agents and human teams alike.
Follow our updates →
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[Review Tool]
Terminal diff reviewer by Todoist's CEO
Amir from Todoist has built a slick terminal diff reviewer. The workflow is straightforward: you mark code issues inline directly within your terminal layout, and then let a dedicated coding agent step in to fix them automatically.
See the workflow on X →
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[LLM Efficiency]
The hidden cost of not using English in LLMs
Aran Komatsuzaki shared a fascinating breakdown regarding non-English token inefficiency. While Chinese models run cheaper natively, Gemini and Qwen impose the lowest "non-English tax" overall. On the flip side, Anthropic features the highest tax by far, with Hindi ranking as the least optimized language.
Read the full thread →
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[Testing]
Expect
A tool that tests your AI agent's code inside a real browser environment to validate behavior accurately.
Github Repository
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[Nerd Corner]
ArXiv Research
Dig into the latest technical paper details exploring semantic structures and advanced LLM frameworks.
Read Paper
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[Internal Knowledge]
Claude workflow tips from the team
• Carlos López: Use ! to execute terminal commands directly within context. Running ! npm run test and letting Claude fix those specific errors saves massive time and token consumption compared to asking it to broadly review unit tests.
• Maxime Ancelin: Resume your last session quickly via CLI using claude -c.
• Juan Artero: Use /rename [name] to rename sessions. Matching the session name to your active git branch helps isolate independent tasks perfectly.
Bonus: Anthropic just bumped Claude Code weekly limits by a massive 50%!
Read about limits →
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MarsBased updates
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7K+
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Community
7,000+ podcast subscribers!
Our community keeps hitting new milestones. We have just surpassed 7,000 subscribers on the MarsBased Podcast. Thank you all for listening and being part of this journey!
Enter the community →
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Podcast
CTO vs. VP of engineering: Which role do you actually need?
In this latest episode, Emma breaks down the core differences between a CTO and a VP of Engineering to help you find out which profile your organization truly requires right now.
Watch the episode →
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Article
Martian Retreat Pyrenees 2026: Reconnecting, growing and reaching for the stars
Fresh off the press! Read all about our latest team retreat in the Pyrenees. A deep dive into how we reconnect, bond as a remote team, and map out our future milestones.
Read the post →
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