Depth over spectacle
Implementation details, constraints, and trade-offs matter more than a polished demo.
About the practice
AI reporting for people responsible for the result.
Deployed Engineer is an independent publication and forward deployed AI engineering practice by Bhaulik Patel.
Why it exists
Less launch theater. More operating detail.
Most AI coverage ends at the announcement. Deployed Engineer starts there, then asks what the product changes, where it breaks, what it costs, and who should care.
The publication combines source-linked reporting, interviews, and practical tutorials. The company practice carries the same judgment into advisory and implementation work.
Bhaulik is a forward deployed AI engineer working across product, engineering, customer context, and production delivery.
Editorial principles
What guides the work.
Practice over prediction
We learn from people operating real systems, not just forecasting what might happen.
Failures are evidence
The breakdowns, reversals, and post-mortems are often the most useful part of the story.
Useful beats impressive
Every piece should leave a reader with a clearer question, decision, or next move.
Two ways to connect
Bring a problem or bring a story.
For companies
Work together on a practical AI workflow, evaluation system, or deployment challenge.
How we work