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Vishal Kumar

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Joined on Jul 1, 2026

Jul 28

What a governed claims agent actually automates (and what it deliberately doesn't)

#ai #healthcare #automation #architecture

1 min read

Jul 27

Healthcare automation ROI starts with the manual baseline

1 min read

Jul 25

The cost of doing nothing is a real line item — model it before you build

#ai #healthcare #automation #architecture

1 min read

Jul 23

Anatomy of a governed prior-auth agent: six steps, one human gate

#ai #healthcare #agents #architecture

1 min read

Jul 22

7 red flags an engineer should catch in a healthcare AI vendor

#ai #healthcare #agents #architecture

1 min read

Jul 21

Eight healthcare AI myths engineers should stop repeating

#ai #healthcare #architecture #agents

1 min read

Jul 18

A healthcare-AI-agent glossary for engineers (what these terms mean in the code)

#ai #healthcare #agents #glossary

1 min read

Jul 17

A 10-point technical checklist for evaluating a healthcare AI agent

#ai #healthcare #agents #architecture

1 min read

Jul 16

A governed AI agent's shift, as seen from the execution logs

#ai #healthcare #agents #architecture

1 min read

Jul 15

Healthcare AI agents: an engineer's FAQ (PHI, audit trails, and the human gate)

#ai #healthcare #agents #architecture

1 min read

Jul 14

Autonomous vs. governed AI agents: what actually changes in the build

#ai #healthcare #agents #architecture

1 min read

Jul 13

How we decide which agent actions need a human gate (a 3-question rubric we encode in the workflow)

#ai #healthcare #agents #architecture

1 min read

Jul 11

5 misconceptions engineers have about building healthcare AI agents

#ai #healthcare #agents #architecture

2 min read

Jul 10

Architecting an AI prior-authorization agent you can actually deploy (grounded decisions + a human sign-off gate)

#ai #healthcare #automation #agents

2 min read

Jul 9

Building a member-support agent that's safe to leave on at 2 AM (the "know when to stop" problem)

#ai #healthcare #automation #agents

2 min read

Jul 8

Building an AI coding agent that's fast AND auditable (attestation as a first-class feature)

#ai #healthcare #automation #agents

2 min read

Jul 7

Designing an eligibility-verification agent that prevents claim denials (without touching PHI carelessly)

#ai #healthcare #automation #agents

2 min read

Jul 6

Governed AI agents in healthcare: what "same-day claims" actually requires under the hood

#ai #healthcare #automation #agents

2 min read

Jul 4

Now Hiring" job-posting parody"

#ai #webdev #intellibooks #claimsautomation

1 min read

Jul 3

Every Claim Form. Every Policy PDF. Read in Seconds.

1 min read

Jul 2

Most healthcare organizations run prior authorization

#healthcareai #ai #webdev #productivity

1 min read

Jul 1

: AI-Fast. Audit-Ready.

#healthydebate #ai #webdev #productivity

1 min read

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