Field notes on AI agents and Agent Skills at work: in medical practices, legal teams and deal teams, and from the people who build them.
Healthcare
Nine months ago, I didn't understand how a small medical practice actually works. Then one analogy changed everything. This is the primer I wish someone had given me — and the one I now give to every VC who asks why we're building Agentman.
Prasad Thammineni
Platform
Your team's best prompt is decomposing in a Slack thread. Skills encode domain knowledge, procedures, and validation into assets your organization actually owns.
Agentman Academy
Healthcare
New data from 120+ healthcare leaders shows payer denials and underpayments have become the #1 revenue risk for 2026. Here's what independent practices can do — and why AI agents are the answer.
Prasad Thammineni
Healthcare
CMS-0057-F is reshaping how prior authorization works — with faster decision timelines, specific denial reasons, and new FHIR APIs on the horizon. Here's what the shift means for small medical practices and how to prepare.
Prasad Thammineni
Agent Skills
SkillsBench research proves curated Agent Skills raise AI performance by 16.2 percentage points. Healthcare gains hit +51.9pp. Here's what it means for production AI.
Prasad Thammineni
Agent Skills
The anatomy of a well-crafted AI skill — from clear instructions to validation rules — and common mistakes to avoid when building your own.
Agentman Academy
Platform
Every agent needs six components. Most platforms only give you three. Here's how Skills complete the agent architecture.
Prasad Thammineni
Platform
Big Tech can't build agents that threaten their revenue. We can. Here's why platform independence matters for the future of AI agents.
Prasad Thammineni
Platform
From API tools to MCP servers. From solo builders to teams. Our architecture handled it all—without a single rewrite.
Prasad Thammineni
Platform
Two years ago, we bet on no-code agents when everyone said it couldn't be done. Here's what happened and why the market is finally catching up.
Prasad Thammineni
Platform
A deep dive into OpenAI's upgraded memory system with a step-by-step blueprint for building your own memory capabilities, no programming expertise required.
Prasad Thammineni
Platform
First in a series exploring how memory systems transform AI from question-answerers to persistent, personalized agents that can build relationships and complete complex tasks over time.
Prasad Thammineni
We have run agents in production for 24 months. Tell us what you are trying to automate and we will tell you plainly whether agents help.