June 1, 2026
Luna as an AI coworker, lead-form previews everywhere you review an ad, and self-healing playbook deploys
This release advances Luna toward a true AI coworker for franchise marketing, makes the lead form visible everywhere you review an ad, and teaches playbook deploys to recover from drifted data on their own.
Luna Is Becoming a True AI Coworker
The industry is shifting away from chatbots that answer questions and toward AI coworkers that actually do the work. That is exactly what we are building with Luna, purpose-built for marketing across a lot of locations at once.
Luna is one assistant that works wherever you do, in the app, in Slack, and in Claude or ChatGPT through MCP, carrying the same context and memory between them. And she does the work instead of describing it. Ask her to build a campaign and she builds a real playbook in your account. When the same change needs to reach forty locations, she makes it everywhere at once instead of handing you a checklist. You point her at the goal, she does the legwork, and you stay the person who approves what goes live.
This sprint she got sharper at exactly that: when Luna builds a lead-generation playbook, she now shows you the real lead form your customers will fill out as she works, so you can see what you are getting while the campaign comes together.
See the Lead Form, Everywhere You Review an Ad
For lead-generation ads, the Meta Instant Form is where the lead actually lands. Until now, when you reviewed a lead-gen ad in Flamel the form was invisible, and the preview showed a placeholder link instead of the real thing.
Now Flamel resolves the exact Instant Form each location will use and renders it inline wherever you review an ad, including a playbook's ad creative and the Command Center.
- The intro card, the numbered questions with their types, the answer options, and the thank-you page
- Works in hub context, so you can preview any bound workspace's form without switching seats
A hub admin approving a lead-gen playbook across forty locations can now confirm at a glance that each workspace is wired to the right form before a single dollar of spend goes out.
Playbook Deploys That Heal Themselves
Deploying a playbook touches a lot of live Meta infrastructure, and live infrastructure drifts. A campaign gets archived, an account gets touched by support, or a workspace opted in months ago with a configuration that predates a field we now require. Any one of those used to be enough to hard-fail a deploy. Now the deploy path checks its own work and recovers.
- Before reusing anything from a previous run, Flamel verifies every recorded campaign, ad set, and ad still exists on Meta, strips the ones that are gone, and rebuilds fresh from the template when it has to
- Legacy locations whose targeting was missing map coordinates get them filled in automatically, instead of having their targeting silently dropped
- Budgets that would trip Meta's minimum-spend floor on a short or partial window get rebalanced across ad sets to clear the floor without ever exceeding your total
- Duplicating an ad set, ad, or campaign now keeps all of its per-workspace customizations, instead of falling back to the bare template
A deploy that hits stale or edge-case data recovers on its own, instead of handing you a red banner.
A Deeper Help Center
We put sustained effort into docs.flamel.ai this sprint: rewriting guides, filling gaps, tightening navigation, and adding walkthroughs that show the product in motion. Release notes live there too, so you can always see what changed and why. This is an ongoing investment, not a one-time pass.
Also Fixed
- LinkedIn posts no longer truncate when a caption contains a pipe, an asterisk, or another character LinkedIn treats as special
- Healthy Meta ad accounts are no longer falsely flagged with a "card on file has expired" warning, because Flamel now reads Meta's official account status instead of a stale historical record
- Hub admins who manage locations in a different organization now see those locations in the Switcher, and the Switcher shows the hub's real name and icon
- Permission-denied screens now tell you exactly what you tried to reach, what access it requires, and what you already have, with a one-click way to email your org owner
- Fixed an upload bug where certain valid videos could quietly fail to attach in older versions of Chrome