# Screens, a look inside DEHA Lab

> Screens from a real workspace: a dashboard, a workflow, an agent, the meaning map and the trace of every run. A Claude client built it all in seven minutes.

- Page: https://dehalab.com/en/screens
- Language: English (en)
- Same page in Turkish: https://dehalab.com/gorseller
- Markdown: https://dehalab.com/en/screens.md
- Site index for agents: https://dehalab.com/llms.txt

## Inside the operating system, real screens.

These screens are from the workspace of a home goods retailer. The company and its data are made up, the screens are real. A person uploaded five files, and a Claude client built everything else through DEHA Lab's builder bridge.

### It sets itself up.

You describe the work, your own Claude writes the setup, and the operating system checks every line before it goes live. This is the session that built the workspace below, call by call, with the time of each.

**The job:** "Set up our sales data from these five files. Load it, map it, prepare the quarterly report and run it every Monday, and build a dashboard and a sales analyst."

- 13:41:30 `config.get · docs.search · registry.steps` ✓ It reads first: what the workspace holds, how a file connector is written, which fields the loading step takes.
- 13:42:38 `config.validate · config.deploy` ✓ It writes a connector for each of the five files. The check passes and it goes live.
- 13:42:53 `config.validate` ✕ It writes the loading workflow with a misspelt field, on purpose, to show the gate. It is refused, and the refusal names the field and why.

  ```
  CS-2003  steps[0].config.conector_ref
           Extra inputs are not permitted
  CS-2004  steps[0].config.connector_ref
           references connector '', but no such connector is defined in connectors.
  ```
- 13:43:02 `config.validate · run.pipeline` ✓ It fixes the field, passes the check and runs it: five tables, 6,443 rows, in two seconds.
- 13:43:45 `idrak.automap · config.deploy` ✓ It asks İDRAK to propose a map: five objects and their keys. It adds the Turkish names, three links and a few synonyms, and puts it live.
- 13:46:23 `config.validate · run.pipeline` ✓ It writes the quarterly report, three SQL queries and a PDF, and runs it: a 64 KB report ready in 2.3 seconds.
- 13:47:29 `registry.widgets · config.deploy` ✓ It builds the dashboard: four figures, three charts and a table.
- 13:47:54 `config.deploy` ✓ It schedules the report for every Monday at 08:00.
- 13:48:14 `config.deploy` ✓ It builds the sales analyst: it clears personal data first, and the only workflow it may call is the report.

Done at 13:48:21. Forty calls in seven minutes: nine checks, seven saves, seven deploys. Nobody filled in a form.

### What it built, screen by screen.

#### The sales dashboard

Four figures, monthly sales, each category's share and each region against its target. Every box is read from the data when the page opens.

![The sales dashboard](https://dehalab.com/screens/pano-en.webp)

#### İDRAK's meaning map

Five objects, the links between them and 6,443 records. The AI answers from this map, not from a guess.

![İDRAK's meaning map](https://dehalab.com/screens/harita-en.webp)

#### The workflow designer

The quarterly report: three SQL queries and a PDF. Each step is a box, and each box is a definition your team can read and change.

![The workflow designer](https://dehalab.com/screens/akis-en.webp)

#### The agent builder

The sales analyst: personal data is cleared before the model sees it, and the only workflow it can call is the one it was given.

![The agent builder](https://dehalab.com/screens/ajan-en.webp)

#### An agent that hands over

An orchestrator reads the mood of a message. When it is negative, the conversation goes to a person.

![An agent that hands over](https://dehalab.com/screens/uzmanlar.webp)

#### The trace of every run

The report's run, step by step, how long each took and the credits each spent. Eleven credits in all.

![The trace of every run](https://dehalab.com/screens/iz-en.webp)

#### The report, ready

The quarterly summary waits under Reports as a PDF, and is prepared again every Monday at 08:00.

![The report, ready](https://dehalab.com/screens/rapor-en.webp)

#### The data it loaded

Five files, five tables, 6,443 rows.

![The data it loaded](https://dehalab.com/screens/tablolar-en.webp)

#### Everything it set up

Each thing the client built is a versioned definition: it can be downloaded, compared and rolled back.

![Everything it set up](https://dehalab.com/screens/surumler-en.webp)

**Contact:** selam@dehalab.com · https://dehalab.com/en/contact