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Insights on production AI agents, automation, and building what works.

Side-by-side illustration comparing a hotel front desk and a medical practice front desk, showing parallel operational workflows
Healthcare

A Primer on Healthcare for VCs — Why the Back-Office Is the Opportunity You're Missing

Nine months ago, I didn't understand how a 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.

10 min read
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Humorous illustration of Sarah triumphantly holding a golden Skill scroll while Marcus drowns in a mountain of scattered prompts in a modern tech office

A Prompt Is a Question. A Skill Is a Procedure.

Your team's best prompt is decomposing in a Slack thread. Skills encode domain knowledge, procedures, and validation into assets your organization actually owns.

Education
Illustration of revenue flowing from a medical practice while payer denials create a growing leak

Payer Behavior Is Now the Biggest Threat to Practice Revenue — Here's What Small Practices Can Do About It

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.

Healthcare
Illustration of prior authorization workflow transitioning from manual fax to electronic FHIR API

Prior Authorization Is Going Electronic — What Small Practices Should Know About CMS-0057

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.

Healthcare
Abstract visualization of AI performance improvement through curated Agent Skills

The First Benchmark for Agent Skills Is Here — and the Results Validate Everything We've Been Building

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.

AI Development
Agentman Skills Library showing skill-creator, brand-guidelines, internal-comms, mcp-builder, and other reusable skills

24 Months in Production. The Missing Piece Finally Clicked.

Every agent needs six components. Most platforms only give you three. Here's how Skills complete the agent architecture.

Product
Big Tech agents protect the stack vs Independent agents replace it - comparison of agent platform strategies

Their Agents Make Software Stickier. Ours Make It Optional.

Big Tech can't build agents that threaten their revenue. We can. Here's why platform independence matters for the future of AI agents.

Company
12 months of agentic AI chaos - API tools to MCP servers, prompt engineering to context engineering, single agents to multi-agent architectures

12 Months of Agentic Chaos. Zero Rewrites.

From API tools to MCP servers. From solo builders to teams. Our architecture handled it all—without a single rewrite.

Company
Agentman platform overview showing AgentStudio, AgentForge, AgentLens, and AgentWatch - Ship AI Agents with confidence

We Started Building Agents Before Anyone Believed It Was Possible

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.

Company
Person interacting with an AI assistant that visually demonstrates memory connections

Reverse Engineering Latest ChatGPT Memory Feature (And Building Your Own)

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.

AI Development

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