Data × Development

Automate Airtable + GitHub

Structured records with an API worth automating. Where the code — and half the process — lives. Put an agent between them and the hand-off stops being manual: it reads, decides, acts, and shows its work.

Automations teams run

Unlike field-mapping automation, the step in the middle is an agent — it can summarise, classify, judge and draft, not just copy values across.

When a record is created in Airtable…

…an agent can comment on PRs and issues in GitHub — after reading the context and deciding it should.

When a field changes in Airtable…

…an agent can open issues with structured detail in GitHub — after reading the context and deciding it should.

When a view gains a row in Airtable…

…an agent can draft release notes in GitHub — after reading the context and deciding it should.

When a PR opens or merges in GitHub…

…an agent can create and update records in Airtable — with the reasoning recorded in the run’s receipt.

When an issue is filed in GitHub…

…an agent can query views for reporting in Airtable — with the reasoning recorded in the run’s receipt.

When a release is cut in GitHub…

…an agent can link records across tables in Airtable — with the reasoning recorded in the run’s receipt.

Build it in AGNT

  1. Download AGNT Community Core — free and local-first.
  2. Connect Airtable (API key) and GitHub (one OAuth sign-in) in the vault.
  3. Start from a marketplace workflow or describe the job in plain language; place approval gates on anything consequential.
  4. Run it — every execution produces a receipt showing what was read, decided and written in both tools.

Give AI a job. Get the proof.