Projects

Rebuilds a product feed for ad platforms every day and tracks catalogue changes.

• Parses the site catalogue, builds a YML feed and publishes it to object storage under a permanent URL.
• Diffs against the previous day: new and missing items, price changes — the history is kept in the database.
• Runs on a cloud timer; a run report is delivered to a messenger.
• A separate module generates smart banner imagery and tracks the actual generation cost.

Links ad spend to leads and deals from the CRM to measure cost per lead and cost per sale.

• Daily ETL jobs pull campaign statistics and CRM deals into a shared database.
• A schema per client, plus a reconciliation job that backfills missing data.
• Lead qualification rules and campaign mapping live in configuration, not in code.
• Plan-versus-actual and channel reports are computed on top of the database.

A set of agents and skills that carry repetitive advertising work end to end.

• Skills describe a full task pipeline: keyword research, cleanup, clustering, campaign assembly.
• External data sources are connected through MCP.
• Ad copy and image generation with limit and cost checks.
• Shared safety rules: secrets outside the code, explicit confirmation before touching live ad accounts.