How I Build Web Applications

in 2026

Let's wake up

Your brain needs this 🧠

You are now an AI Agent Manager

Agents are...

...junior teammates with infinite stamina and zero context.

// agent

let context = "initial instructions"
let allDone = false
do {
  [context, allDone] = await llm(context)
} while (!allDone)

Harness and prompts...

Your workflow needs to change

agent loop optimizing

Prompting

agent loop

// agent

let context = "initial instructions"
let allDone = false
do {
  [context, allDone] = await llm(context)
} while (!allDone)

Talk to the agent

Ask the agent to ask you questions

Keep the agent properly scoped. Leave room for adjustments.

Switch to agent mode to create the files

Make a plan

Review the plan

Iterate with the agent

agent loop

Review the changes

agent docs

(referenced in AGENTS.md)

Make the agent review

Manual testing

Cursor starts the dev server...

Cursor controls the browser

Tell the agent to learn from examples

Cloud Agents

Bugbot Autofix

Dangerous input 😩

Closing the agent loop is more important than ever...

// agent

let context = "initial instructions"
let allDone = false
do {
  [context, allDone] = await llm(context)
} while (!allDone)

let's talk about this...

Architecture   >   Prompting

Architecture === Prompting

You are a:

  • Project manager
  • Product manager
  • Team lead

You are now an AI Agent Manager

And your management effectiveness is measured by your experience...

Thank you!