DEDUPED Hot AI repos, turned into use cases Get the Monday 5

How to deploy scheduled reports to Managed Deep Agents with Paid Media Agent

Validate and deploy the agent to LangSmith with managed weekly and monthly report schedules.

Credentials. The deployment needs a LangSmith API key with deployment permissions and a model key, so store both in a secure secrets manager and never in the repo.

Who it is forA marketing operations lead who wants recurring reports and Slack questions handled by a hosted agent without running servers.

The problemRunning reports on a schedule and answering team questions in Slack needs hosting, Slack setup, and a scheduler the team would otherwise maintain.

The outcomeA deployed agent in LangSmith with managed Slack setup and weekly or monthly report schedules, plus a printed LangSmith URL to inspect it.

What you need first

  • Python 3.11+ and uv installed
  • Git installed to clone the repo
  • Access to the ad platforms you use, through Pipeboard MCP or direct adapters for X Ads and OpenAI Ads
  • A model key for the ask command and a chosen model for setup
  • A LangSmith organization with MDA access, an API key with deployment permissions, and a model key for managed deployment

Steps

  1. git clone https://github.com/langchain-ai/paid-media-agent.git
  2. cd paid-media-agent
  3. uv sync
  4. uv run paid-media-agent mda check
  5. uv run mda deploy .
  6. Authorize your Slack workspace when prompted, then open the printed LangSmith URL to inspect the agent

Prompt for your agent

Deploy the paid-media-agent repo to Managed Deep Agents for the <target LangSmith organization>. Expected output: a deployed agent with a printed LangSmith URL and configured Slack. Verify that the deployment syncs the instructions and skills and that the scheduled report delivery channel is set before expecting Slack posts.

Caveat. Managed hosting is paid, and managed schedules post text to Slack only after you configure a delivery channel, with no automatic PDF attachments.

Share: X LinkedIn Hacker News Email Copy link

Disclaimer

Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked "Seen in the wild", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email [email protected] and we will look at it promptly. Full disclaimer page