Blog

News & Insights

Product news, engineering deep dives, and lessons from moderating communities at scale.

Blog

News & Insights

Product news, engineering deep dives, and lessons from moderating communities at scale.

Blog

News & Insights

Product news, engineering deep dives, and lessons from moderating communities at scale.

Logos of Wick, Dyno, Discord AutoMod, Carl-bot and collony.ai with the title Discord security bots, compared

Discord Security Bots Compared (2026)

Security bots defend your server, moderation bots police it. What Wick, Dyno, AutoMod and behavioral detection each actually cover at scale.

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Voxel pixel-art Telegram logo with the title Spot and remove crypto scammers from your Telegram group

How to Spot and Remove Crypto Scammers From Your Telegram Group

Crypto scam crews follow the same playbook: fake support, sleepers, drainer links. How to spot them by behavior, remove them right, and close the door.

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Voxel pixel-art Discord logo in blurple with the title Set up a Discord server the right way

How to Set Up Moderation for a New Discord Server

The five layer moderation setup every new Discord server needs: settings, AutoMod, a rule bot, real rules, and a raid plan. Under an hour, mostly free.

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Top Telegram group ranking

Top Telegram Groups: Where the Rankings Actually Live

Where the top Telegram group rankings live, how Combot Top and the directories score groups, how to get listed, and the spam wave that follows.

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Telegram chat showing a real admin account and a fake impersonator account with a nearly identical handle removed by collony.ai

How to Stop Telegram Impersonation Scams

Impersonators borrow the trust you built. How to make admin identities unmistakable, cut off their reach, and flag lookalike accounts automatically.

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Red voxel magnet pulling grey spam bot accounts out of a Telegram group

How to Get Rid of Spam Bots on Telegram

Spam bots are accounts, not content. How they get into Telegram groups, how to spot the waves, and how to clear and block them at scale.

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Voxel 3D emerald coin with a dollar sign representing community moderation costs

How Much Does Community Moderation Really Cost?

Human mods, bot stacks, and AI platforms priced honestly: what each costs in 2026, the hidden costs, and what to pick at every community size.

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Voxel 3D AutoMod robot head with glowing eyes on a dark violet background

Discord AutoMod Explained: What It Catches and Misses

What Discord AutoMod catches, the structural gaps it can never cover, and the ten-minute setup every server should copy.

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A wave of voxel raid drones descending with motion trails on a dark background

How to Stop a Discord Raid (Before and During)

What stops a Discord raid: the defenses to set up before one hits, the response order that works during, and the mass-ban mistake to avoid.

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Glossy voxel 3D shield with a check mark representing Telegram anti-spam settings

Telegram Anti-Spam Settings: The Complete Checklist

Every anti-spam switch Telegram gives you, the right permission pattern, and the layers to add on top. A working checklist for group admins in 2026.

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Ranked grid of the 7 best Discord moderation bots for large servers with their logos

7 Best Discord Moderation Bots for Large Servers (2026)

We ran 7 Discord moderation bots against raid and scam patterns at large-server volume. Honest verdicts on Dyno, Wick, Carl-bot, YAGPDB and more.

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Rule-Based Bots vs AI Moderation: What Catches Scams

Blocklists catch last month's scams. Behavioral AI catches this one. How each approach works, what each actually catches, and why the category is converging.

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Voxel 3D health heart representing community health in a gaming Discord server

How to Reduce Toxicity in a Gaming Discord

Crack down too hard and you kill the banter that makes a gaming server fun. How to cut real toxicity while keeping the culture.

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AI Moderation for Gaming Communities: What Actually Works

Gaming servers are the hardest to moderate: raids, scams aimed at teens, toxicity keyword bots cannot read. What an AI moderation platform does differently.

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How to Stop Spam in a Telegram Group

Five built-in Telegram settings kill most spam in ten minutes. Here is the setup, the spam it cannot catch, and what to do mid-wave.

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Dyno vs MEE6: What Gets Through Each Bot (2026)

We ran both against real raid and spam patterns. One is the clear pick for moderation in 2026, and the gap is bigger than most server owners think.

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MEE6 Alternatives: 4 Better Discord Bots (Free and Paid)

Four Discord bots that beat MEE6 where it matters: what each does better, what each costs, and the free picks that skip the per-server paywall.

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Best Rose Bot Alternative for Telegram

Rose is the best free rule based bot on Telegram, but rules have blind spots. When to switch and the honest alternatives worth trying in 2026.

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The 7 Best Telegram Moderation Bots in 2026 (Tested)

We tested 7 Telegram moderation bots against real spam and scam patterns. Honest verdicts on Rose, Combot, Shieldy and more, plus where AI detection fits.

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Combot Review: Pricing, Combot Top & Alternatives

What Combot does, what Combot Top is and how groups get ranked on it, what premium costs, and where rule-based moderation stops working.

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How collony.ai Catches Scams in Under 3 Seconds

How collony.ai Catches Scams in Under 3 Seconds

A look under the hood at the behavior-based detection that flags scams before your members ever see them.

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collony.ai News & Insights: trusted by communities including NATIX Network, Rain Trade and Crypto Banter

How to Build Trust in a Crypto Community

Trust is what consistent moderation produces over time. What breaks it fastest, and how communities keep one standard at every hour.

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collony.ai News & Insights: now live on Telegram and Discord

Introducing AI-Assisted Moderation For Online Communities

collony.ai now steps in when your team needs support, trained on your knowledge base, with your rules and tone.

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collony.ai News & Insights: set up moderation in three simple steps

Token Launch Moderation: The Telegram Playbook

Launch day is the highest-risk hour your community will have. The scams that show up, the setup that stops them, and what to do live.

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collony.ai blocks a high-risk scam link: a claim-bonus message scored 92 out of 100 risk and removed before members saw it

How to Detect Scam Links Before Anyone Clicks

Blocklists only know domains that already caused harm. How link reputation scoring catches scam links registered hours ago, in real time.

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collony.ai News & Insights: moderation without choosing between speed and judgment

Why We Built collony.ai

The story behind collony.ai: what broke in the crypto communities we loved, why moderation kept failing, and why we decided to build the fix ourselves.

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