

Uriah Jacobs
23 posts

@UriahJacobs
Building @Vanyarcom (Palantir specialists). Advising founders. Writing on AI, enterprise tech, and scaling companies.





After reading @AnthropicAI blog on Agentic AI. spent some time to create a mental model to understand how to design, and explain Agentic AI architecture Define a task/goal - what you want agent to do achieve? 1. Orchestration layer : it is your control panel 3. Agents layer: this layers made of agents (multi /specialised) 4. tools: your tools are made of this layer (web search, DB, APIs etc) 5. memory: this is the brain to store information - long or short term etc. 6. monitoring : This is the most crucial to monitor each and every step 7. Reliability & failure management: identify errors, retry, fallback, involve human 8. Governance and security: compliance, audit, auth etc.









Legacy media is dead. Long live citizen journalism! The US presidential campaign was further proof of what Elon Musk has been repeatedly predicting: citizen journalism is overtaking traditional media. While the winning candidate appeared in several independent podcasts for long conversations and posted himself on social media, the losing candidate gave only a few brief and edited interviews to legacy media and delegated social media posts to a PR team. This wasn't satisfying to many voters. People want to know what their political representatives really think, as human beings, and why they think what they think. Only then will they really trust them. As Elon Musk wrote, “Leaders should post [on 𝕏] directly, not hand the role to intermediaries. That is what works best. Mistakes will be made, but that’s what proves it’s real. People want authenticity.” To a future of citizen journalism and authenticity!






