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Designing Smarter AMMs: Governance, Custom Pools, and Yield Farming that Actually Work

HomeBlogsDesigning Smarter AMMs: Governance, Custom Pools, and Yield Farming that Actually Work
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  • By Rohit Arora
  • April 8, 2025
  • Uncategorized

Designing Smarter AMMs: Governance, Custom Pools, and Yield Farming that Actually Work

Whoa!

DeFi is getting stranger and more interesting every single month.

Automated market makers let anyone create customized pools for liquidity and fees.

At first glance AMMs look like simple math, but under the hood they are complex incentive machines that bend token economics to their will.

This article is for people who want to design pools, vote on governance, or chase yield.

Seriously?

I used to think high APY was the only story.

My instinct said lock assets into shiny farms and ride the returns, but something felt off about the long tail of risks there.

Initially I thought rewards were pure profit, but then I realized impermanent loss, token inflation, and governance dilution quietly erode those gains over time.

That was a pivot point for me, and it changed how I evaluate pools.

Hmm…

Okay, so check this out—custom pools let you alter fee curves and token weights to express very specific risk exposures.

You can make a 90/10 pool to reduce exposure, or a 50/50 for balanced swaps and more trading depth.

Design choices, like using non-linear bonding curves or setting asymmetric fees, create subtle tradeoffs between capital efficiency, arbitrage susceptibility, and user experience that most people miss at first.

Some of these decisions feel like art more than science, and honestly that part bugs me.

Here’s the thing.

Protocol governance is supposed to align incentives across stakeholders and steer protocol upgrades.

But token voting often concentrates power, and snap votes favor whales with quick fingers.

On one hand, staking and delegation can create responsible stewards who care about long term health, though actually token distribution, voting mechanisms, and off-chain coordination frequently produce less-than-ideal outcomes that require active mitigation.

I’m biased, but I like quadratic voting tweaks and time-weighted locks as partial fixes.

Wow!

Yield farming still attracts liquidity seekers, builders, and speculators chasing transient APYs.

You harvest tokens, stake them, then maybe stake more — it’s recursive and addictive.

A smart approach combines farming with governance participation and careful pool engineering so rewards compound while downside risks like peg breaks, rug pulls, or severe IL are hedged against where possible.

It’s not just chasing numbers; it’s portfolio design and risk layering.

Dashboard view of a custom AMM pool showing fees, weights, and TVL

Where to start

If you want to explore a platform that emphasizes flexible pools and smart fee regimes, start by checking Balancer here.

Really?

Custom pools change the calculus for both LPs and traders, shifting who benefits and who pays on every swap.

Weighted pools reward long term contributors, stable pools lower slippage for peg assets, and hybrid models try to balance both.

Tools like on-chain analytics, simulation sandboxes, and testnet rehearsals let you model outcomes, though simulations depend heavily on assumed volatility, fee capture, and trader behavior which are hard to predict.

I like building and testing small, then scaling when the data looks sane.

Hmm.

Security must be baked in from day one, not tacked on later as an afterthought.

Audits, timelocks, and multi-sig governance reduce hair-on-fire moments and limit unilateral changes.

Even with audits, composability risks multiply as protocols interlink, meaning a bug in an obscure adapter can cascade into fund losses across multiple pools and strategies if not guarded against.

It felt like somethin’ was missing in many early designs — a pragmatic upgrade path with checks and balances.

Okay.

For builders, UX matters nearly as much as tokenomics when attracting retail liquidity.

If onboarding is clunky, retail users won’t supply liquidity even with great yields on paper.

So thoughtful defaults, clear fee displays, and simulation-backed UX flows reduce surprise and encourage healthy liquidity depth, which benefits traders and LPs alike.

I’m not 100% sure about every tradeoff, but this pragmatic focus has served me well.

Quick FAQ

What is an automated market maker (AMM)?

An AMM is a smart contract that prices assets algorithmically instead of using an order book.

It uses formulas, weights, and fees to enable permissionless swaps while rewarding liquidity providers for supplying capital.

Different AMM designs prioritize capital efficiency, low slippage, or stability depending on pool parameters.

How should I approach yield farming safely?

Start small, diversify across pools with different risk profiles, and factor in IL, tokenomics, and governance dilution.

Participate in governance when possible, and prefer protocols with clear timelocks and transparent upgrade paths.

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