About Forward Deploy

Demo → Deployed.

I’m Rohan Kataria. I build AI agents, and I build software with coding agents. Forward Deploy is where I write down what it actually takes.

That covers three things: building agents that hold up in real work, using coding agents to ship real software, and software factories, which is how a team turns coding agents into a delivery pipeline it can trust.

Plenty of this looks great in a demo. Far less of it survives real data, real permissions and someone on the hook when it breaks. That gap is what I write about.

Every issue has the same four parts:

  • The build. One thing I built or changed, and what broke.
  • Demo → Deployed. The pattern that got it closer to production.
  • Receipts. The evidence, or a plain note that there isn’t any yet.
  • Why I posted it. The reasoning behind the week’s best LinkedIn post.

About a five-minute read. No news roundups, no hype, no selling. If I don’t have something real, I skip the week.

Elsewhere: shorter takes most days on LinkedIn, and @fwddeploy on X.

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