The Two Ways Your Moderation Will Fail
Why moderation systems always break in one of two directions, and why pretending otherwise is usually where bad moderation decisions start.
Read article ->Aegis Core Blog
Writing about moderation, review workflows, and running them well
This is where I write about the practical side of moderation: what breaks, what gets overcomplicated, and what smaller teams actually need to operate safely without building a giant trust and safety department.
The goal here is not to fill a blog with generic SaaS content. It is to publish useful thinking for people building products with user-generated content and trying to make moderation reliable, explainable, and workable day to day.
Why explainable moderation matters for smaller teams
Why smaller teams need moderation decisions they can actually explain, challenge, and improve, rather than a black box everyone quietly stops trusting.
Read article ->How to run a review queue without building a full moderation department
What a review queue is really for, what should go into it, and how to stop it turning into a backlog no one believes in.
Read article ->False positives vs false negatives in moderation systems
Why catching more abuse is only half the job, and why a moderation system that punishes ordinary users is still a bad moderation system.
Read article ->Moderating user signup, usernames, and profile fields
How to clean up signup flows without turning usernames, bios, and first impressions into a false-positive mess.
Read article ->A simple webhook and review integration pattern for small teams
How to push the right moderation events into Slack, Discord, or internal tooling without building a giant internal control plane first.
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