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Source channel @githubtrending · Post #15561 · Mar 14

#python#agent#agentic_rag#ai_agents#clawbot#context_database#context_engineering#filesystem#llm#memory#openclaw#opencode#rag#skill OpenViking is a free open-source tool that acts as a context database for AI agents, using a simple file system to organize memories, resources, and skills under viking:// paths. It fixes issues like scattered data, high token costs, weak searches, and untraceable errors with tiered loading (L0 abstracts, L1 overviews, L2 details loaded on demand), recursive directory retrieval, visual traces, and auto-session memory updates. You benefit by building smarter, cheaper agents faster—like managing files—saving up to 96% on tokens while boosting task success by 50%+. https://github.com/volcengine/OpenViking

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Venture Village Wall 🦄

@venturevillagewall · Post #3848 · 01/11/2025, 01:00 PM

200M for Email Simplification App! In 2013, a startup created a user-friendly email app to combine personal and work emails, reducing clicks to complete tasks. Microsoft acquired the app for $200 million after 18 months. Initially, it reached 3 million users at launch, soaring to hundreds of millions three years later. The founder emphasized a goal to simplify, not reinvent, email—echoing Dropbox's approach of enhancing existing solutions. Glassnode notes a 49.6% increase in new investors controlling bitcoin supply, with long-term holders redistributing assets, though it's not seen as a bearish signal. Insights from tech analyst Ali Martinez suggest declining hype around AI agents, affecting specific token prices. Polymarket users estimate a 12% chance the US government will sell seized BTC before Trump's inauguration, with $6.5 billion at stake. #Email#Microsoft#Startup#Acquisition#Usability#Glassnode#Bitcoin#Investors#Crypto#AI#MarketTrends#Polymarket#BTC#Trading#Innovation#TechNews#VC#Fundraising#TechAnalytics#Distribution