Uploaded March 2026 | Updated September 2026, 2 weeks ago
Arcade: One API for all your agent auth: https://arcade.dev.plug.dev/LLbk9in
In this video, I show how to apply classic three-tier architecture to agent systems so you can separate concerns across a data source layer (APIs, MCP servers, RAG), a processing layer (reasoning, orchestration, tools, memory), and a presentation layer (Docs, Slack, email, dashboards). I cover what to consider in each layer—freshness, auth, schemas, reliability; model selection, orchestration patterns, context, memory/state, and cost; plus output format, audience, timeliness, multi-channel delivery, and human-in-the-loop. I then walk through my open-source clinical trial tracker: an MCP server wrapping the clinicaltrials.gov API, a Google Sheets watch list, an orchestrated monitoring pipeline that generates an HTML email digest, and optional Linear tickets and a local web dashboard. I also explain how Arcade simplifies OAuth and authenticated tool access, and how the same layering works in a multi-agent setup.
LINKS:
https://arcade.dev.plug.dev/LLbk9in
github.com/PromtEngineer/clinical_trial_tracker
My Dictation App: whryte.com
Website: engineerprompt.ai
RAG Beyond Basics Course:
prompt-s-site.thinkific.com/courses/rag
Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0
Let's Connect:
🦾 Discord: discord.com/invite/t4eYQRUcXB
☕ Buy me a Coffee: ko-fi.com/promptengineering
|🔴 Patreon: patreon.com/PromptEngineering
💼Consulting: calendly.com/engineerprompt/consulting-call
📧 Business Contact: engineerprompt@gmail.com
Become Member: tinyurl.com/y5h28s6h
💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off).
Signup for Newsletter, localgpt:
https://tally.so/r/3y9bb0
#Gemini3.1 #GoogleAI #Antigravity #AIStudio #VibeCoding #LLMBenchmarks #TechNews #SoftwareDevelopment #artificialintelligence
Arcade: One API for all your agent auth: https://arcade.dev.plug.dev/LLbk9in
In this video, I show how to apply classic three-tier architecture to agent systems so you can separate concerns across a data source layer (APIs, MCP servers, RAG), a processing layer (reasoning, orchestration, tools, memory), and a presentation layer (Docs, Slack, email, dashboards). I cover what to consider in each layer—freshness, auth, schemas, reliability; model selection, orchestration patterns, context, memory/state, and cost; plus output format, audience, timeliness, multi-channel delivery, and human-in-the-loop. I then walk through my open-source clinical trial tracker: an MCP server wrapping the clinicaltrials.gov API, a Google Sheets watch list, an orchestrated monitoring pipeline that generates an HTML email digest, and optional Linear tickets and a local web dashboard. I also explain how Arcade simplifies OAuth and authenticated tool access, and how the same layering works in a multi-agent setup.
LINKS:
https://arcade.dev.plug.dev/LLbk9in
github.com/PromtEngineer/clinical_trial_tracker
My Dictation App: whryte.com
Website: engineerprompt.ai
RAG Beyond Basics Course:
prompt-s-site.thinkific.com/courses/rag
Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0
Let's Connect:
🦾 Discord: discord.com/invite/t4eYQRUcXB
☕ Buy me a Coffee: ko-fi.com/promptengineering
|🔴 Patreon: patreon.com/PromptEngineering
💼Consulting: calendly.com/engineerprompt/consulting-call
📧 Business Contact: engineerprompt@gmail.com
Become Member: tinyurl.com/y5h28s6h
💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off).
Signup for Newsletter, localgpt:
https://tally.so/r/3y9bb0
#Gemini3.1 #GoogleAI #Antigravity #AIStudio #VibeCoding #LLMBenchmarks #TechNews #SoftwareDevelopment #artificialintelligence
