Rebuild every time
Same agent patterns, different client. Packs let you version and reuse.
For agencies & consultancies
Every AI engagement starts at zero: new repo, new prompts, no reuse from the last client. That's not a services business — it's a trap. Pack your best agent work once, deploy it to every client, monitor each one independently.
Same agent patterns, different client. Packs let you version and reuse.
Client says "it broke." You need traces to see what actually happened.
A pack is a reproducible artifact. Hand off the pack, not a wiki page.
Private packs per engagement. Version, compare, roll back.
Internal prompt libraries, MCP tools, and skills reused across clients.
Isolated observability per engagement. Cost and behavior, not guesses.
Client uses Claude, another uses Codex. Same pack, same traces format.
You manage agents across clients over months. Models drift, costs shift, new providers emerge. Ongoing monitoring and expert support keep engagements healthy.
Know when a client engagement exceeds budget before they tell you.
Your clients expect fast resolution. We help you deliver it.
We test against new model versions. You get compatibility guidance first.