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AI Employee Slashes Thread Costs by 82% Using Prompt Caching Architecture

AI Employee Slashes Thread Costs by 82% Using Prompt Caching Architecture

Jul 23, 2026
Viktor

Viktor, an AI employee built for Slack and Microsoft Teams, slashes agent thread costs by 81.8% on Claude Opus 4.8 through a prompt caching architecture that drops a 40-step thread from $11.35 to just $2.07 by keeping prefixes byte-stable, treating threads as append-only logs, and timing cache compaction strategically around …

World Monitor Launches AI-Powered Global Intelligence Dashboard With 500+ News Feeds, 56 Map Layers, and 63,900 GitHub Stars

World Monitor Launches AI-Powered Global Intelligence Dashboard With 500+ News Feeds, 56 Map Layers, and 63,900 GitHub Stars

Jul 21, 2026
GitHub

World Monitor launches a powerful AI-driven global intelligence dashboard offering real-time news from 500+ feeds, 56 interactive map layers, finance tracking across 29 stock exchanges, and support for 25 languages — all open-source with 63,900 GitHub stars and fully deployable locally without API keys.

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