Jarvis: turn scattered messages into trackable work
An autonomous secretary that gathers signals, prioritizes, connects tools, and delegates with a visible history.
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AI agents
Multi-model orchestration: quality, memory, and cost per task
How to distribute work across models and runtimes without losing policies, evidence, or spending control.
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How we design an AI agent team for a business
Roles, tools, context, and acceptance criteria for automating a complete process with clear accountability.
Newstools team ·
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24/7 agents: autonomy with permissions, evidence, and a stop control
How to design monitoring and automatic actions without turning an ambiguous incident into a chain of changes.
Newstools team ·
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Cloudflare in an agent architecture: what belongs at the edge
Implemented web capture and a methodology for evaluating Workers, queues, and workflows without adding unnecessary pieces.
Newstools team ·
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From labels to entities: optimize tags with AI and review
Disambiguation, semantic profiles, recommendations, and editorial control to improve an existing catalog.
Newstools team ·
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