Focused review
Operations Diagnostic
A bounded look at the operating problem, the decisions being avoided and the points most likely to fail under real use.
See how it works →Platforms · moderation · systems under pressure
Systems that survive the real world.
I help founders and platform teams see where operations will break, make the difficult decisions, and turn ambiguity into a system people can actually run.
LiveLeakCo-founder
15 yearsPlatform & moderation operations
Accounts DirectCreative Director
CARADirector & filmmaker
Ways I can help
Clearer decisions before expensive problems harden.
This is operational advisory, not an outsourced engineering team or generic agency. I diagnose behaviour and failure modes, shape practical structures, and help the people responsible move.
Platform pressure
Moderation Operations Stress Test
A deeper challenge of queues, escalation, policy, team load and the gap between written process and lived reality.
Review the fit →Ongoing judgement
Advisory
For founders and leaders who need a candid outside operator as the system, team and public context keep changing.
Start a private conversation →The Moderation Team Playbook
Scar tissue, made useful.
Practical lessons for the people who build, lead and protect moderation teams. The release list is open while the publication route is finalised.
Read about the playbook
Selected systems and tools I build
Advisory is the centre. Building is part of the evidence.
I am not a hire-by-the-hour development shop. Through DevMuse, I prototype and ship focused tools where making the system is the clearest way to test the thinking.
A live operational problem?
Tell me where it hurts.
A short, candid note is enough to establish whether I can be useful.
Start a conversation