Rugpul Bakery Embraces AI Agents in Bold Shift

The team behind Rugpul Bakery has made a dramatic pivot—one that could redefine how we think about competition in blockchain gaming. After a wave of controversy during Season 2, developer OnchainChemists has done something unexpected: instead of cracking down on bots, it has officially embraced them.

Let’s break down what this means, why it matters, and how it positions Rugpul Bakery as a serious experiment in AI-native gameplay.

OnchainChemists Rewrites the Rulebook

At the center of this update is a complete overhaul of the game’s terms of service. Previously, automation lived in a grey zone—technically restricted unless explicitly permitted. That ambiguity led to confusion and, ultimately, backlash.

Now, the rules are crystal clear.

AI agents, bots, and automated systems are not just allowed—they are a core part of gameplay. Players can:

• Build and deploy AI agents

• Automate baking, attacks, and boosts

• Optimize strategies programmatically

• Compete directly against other agents

This isn’t a loophole. It’s a design philosophy. Rugpul Bakery is now explicitly a game where humans and machines coexist on equal footing.

Why This Is a Major Pivot

To understand the significance, you have to look back at Season 2.

A prominent player, Zoloto231, publicly criticized the game, arguing that bots and multi-accounting were ruining the competitive environment. The complaint resonated with a portion of the community, putting pressure on the developers to act.

Initially, OnchainChemists responded with mechanical changes:

• Solo bakeries replacing guilds

• A top 100 + activity-based reward system

• The Rug Reduction System to limit spam attacks

• Caps on boosts and attacks

• Adjusted cooldowns

But instead of doubling down on enforcement, the studio made a bigger move: they redefined the rules entirely.

Automation wasn’t the problem—it was the point.

The Agent-First Design Was Always There

Here’s where things get interesting. According to OnchainChemists, this isn’t a pivot—it’s a clarification.

From day one, Rugpul Bakery shipped with an agent skills file, a machine-readable guide specifically designed for AI integration. This file includes:

• Wallet connection instructions

• Bakery creation workflows

• Baking and attack logic

• Session key management

• Live configuration via agent.json

The game runs on Abstract Chain, using a structure that allows direct interaction through APIs and smart contracts. In other words, the infrastructure has always supported automation at a deep level.

Players just needed to catch up.

A 30 Percent Pool for Passive Players

Of course, embracing AI raises an obvious concern: what about casual players?

OnchainChemists anticipated this and introduced a key balancing mechanism—a 30 percent prize pool reserved for passive participants.

This means:

• Casual players don’t need bots to earn rewards

• Competitive grinders still fight for the top 70 percent

• The ecosystem supports multiple playstyles

Combined with the broader reward distribution (top 100 plus general activity), this creates a dual-layer economy:

1. Optimizers and AI users chasing leaderboard dominance

2. Casual players enjoying a more relaxed experience

It’s a clever attempt to prevent the game from becoming inaccessible.

Redefining Skill in Onchain Games

One of the most controversial aspects of this update is how the studio defines “skill.”

According to OnchainChemists, top players in previous seasons weren’t exploiting the system—they were simply optimizing within it. That includes automation, coordination, and strategic execution.

This reframes the entire debate.

What some players saw as unfair advantages—multi-accounting, bot-driven attacks—are now positioned as legitimate strategies. In this model, skill isn’t about manual play. It’s about:

• Designing efficient systems

• Leveraging automation

• Understanding game mechanics deeply

That’s a very different vision from traditional gaming—and one that aligns closely with the ethos of onchain systems.

What Is Rugpul Bakery

For newcomers, Rugpul Bakery is a competitive idle game built natively on Abstract Chain, developed by Igloo Inc..

Here’s how it works:

• Players pay an ETH buy-in to join a season

• They generate Cookies, the in-game currency

• Cookies can be used for:

  • Boosts (increase your output)

  • Rugs (debuff opponents)

Season 3 introduces:

• Solo bakery format

• Rug Reduction System

• Limits on boosts and attacks

• Dynamic configuration via smart contracts

It may look simple on the surface—just “bake cookies”—but underneath, it’s a deeply strategic system driven by timing, resource allocation, and now, automation.

A Blueprint for AI-Native Blockchain Games

Zooming out, Rugpul Bakery is becoming something bigger than just a game. It’s a test case for AI-native design in web3.

Most blockchain games treat bots as a threat. They fight automation with restrictions, bans, and detection systems.

OnchainChemists is doing the opposite.

They’re building a system where:

• AI is expected, not prohibited

• Game mechanics are designed around automation

• Rewards reflect different levels of engagement

• Legal frameworks align with gameplay reality

It’s a more honest approach—and potentially a more sustainable one.

The Real Test Ahead

Despite the bold vision, one question remains unanswered:

Will casual players actually benefit?

The 30 percent passive pool is the key metric to watch. If it consistently rewards players who don’t use automation, the system works. If not, the game risks becoming dominated by those with technical expertise.

Either way, Rugpul Bakery has made its stance clear.

In a space still figuring out how to balance fairness, decentralization, and innovation, this move stands out. It challenges assumptions, embraces complexity, and pushes blockchain gaming closer to a future where humans and AI don’t just coexist—they compete.