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Blog

Why ERC-4337 SDKs Are Too Low-Level

Current SDKs for ERC-4337 fail to abstract the core complexity of UserOperation construction and gas estimation. The winning abstraction will be declarative, letting developers specify *what* users want, not *how* the blockchain executes it.

introduction
THE ABSTRACTION GAP

Introduction

ERC-4337's low-level SDKs are stalling mainstream smart account adoption by forcing developers to become infrastructure engineers.

ERC-4337 SDKs are infrastructure tools, not product APIs. They expose developers to the raw mechanics of UserOperations, bundlers, and paymasters, which is akin to requiring web2 devs to build their own HTTP stack and CDN.

This creates a massive integration burden. Teams must become experts in gas sponsorship logic and mempool monitoring, diverting resources from core product development. This is the same mistake early Ethereum dapp devs made by directly managing gas.

The comparison to RPC providers is instructive. Just as Alchemy and Infura abstracted away node management, smart accounts require a layer that abstracts account abstraction itself. The current SDK model from Stackup or Biconomy still expects too much.

Evidence: The dominant smart account deployment tool, ZeroDev Kernel, requires 200+ lines of configuration for basic features—a non-starter for product teams focused on UX, not protocol mechanics.

thesis-statement
THE SDK MISMATCH

The Core Argument: We're Building the Wrong Abstraction Layer

ERC-4337 SDKs expose raw account abstraction mechanics, forcing developers to build complex infrastructure instead of user-centric applications.

ERC-4337 SDKs are infrastructure tools. They provide low-level bindings for Bundlers, Paymasters, and EntryPoints, which is analogous to giving web2 devs a TCP/IP library instead of an HTTP client. This forces every team to re-implement gas sponsorship, transaction batching, and fee logic from scratch.

The abstraction is inverted. Developers need to reason about UserOperation mempools and signature aggregation, not intuitive user flows. The cognitive load shifts from 'what should my app do' to 'how do I get this transaction into a block', which is the core failure of current SDKs like those from Stackup or Biconomy.

Compare this to successful abstractions. Uniswap's SDK abstracts away liquidity pools and AMM math, exposing only swaps. The success of intent-based architectures (UniswapX, Across) proves that hiding implementation details behind declarative interfaces drives adoption. ERC-4337 tooling currently does the opposite.

Evidence: The dominant use case for Paymasters today is simple gas sponsorship, yet implementing it requires managing EIP-4337 smart contracts, off-chain relayers, and token exchange rates. This complexity barrier explains why few production dApps have shipped native account abstraction features despite the standard's age.

ERC-4337 SDK ANALYSIS

SDK Feature Matrix: Abstraction vs. Complexity

Comparing developer experience and capability trade-offs between low-level ERC-4337 SDKs and higher-level abstraction frameworks.

Core Feature / MetricDirect ERC-4337 SDK (e.g., Stackup, Alchemy)Intent-Based Framework (e.g., UniswapX, CowSwap)Full-Stack AA Platform (e.g., Biconomy, ZeroDev)

Gas Sponsorship Abstraction

Paymaster Integration Lines of Code

50-100+

0 (Managed)

5-10

UserOp Batching for Multi-Chain

Default Fee Estimation Logic

Manual (RPC eth_estimateUserOpGas)

Abstracted (Intent Solver)

Abstracted (Platform Heuristics)

Native Cross-Chain UserOp Relay

Via Partners (e.g., LayerZero, Across)

Time to First Smart Wallet

2-4 hours

< 30 minutes

< 10 minutes

Required Smart Contract Deployments

Account Factory, Paymaster, EntryPoint

0 (User's EOA is signer)

1 (Platform's Account Factory)

Direct Access to UserOp Mempool

deep-dive
THE ABSTRACTION GAP

From Imperative to Declarative: The Intent-Based SDK

ERC-4337 SDKs expose low-level smart contract complexity, creating a developer experience barrier that intent-based architectures solve.

ERC-4337 SDKs are imperative plumbing. Developers must manually manage UserOperation batching, gas sponsorship logic, and paymaster dependencies, which is the equivalent of writing assembly for account abstraction.

Intent frameworks are declarative interfaces. A user or dapp states a desired outcome (e.g., 'swap X for Y at best price'), and a solver network like UniswapX or CowSwap handles the execution path.

The shift mirrors web2 evolution. Managing individual UserOperations is like configuring server racks; specifying intents is like using AWS Lambda. Biconomy and Stackup are building this higher-level tooling.

Evidence: Projects using Across Protocol's intent-based bridge see 80% lower integration code than those using canonical messaging bridges like LayerZero, which require precise cross-chain state management.

counter-argument
THE ABSTRACTION TRAP

Counterpoint: But Developers Need Control!

ERC-4337 SDKs force developers to manage low-level complexity that high-level intent frameworks abstract away.

ERC-4337 is assembly language. It exposes raw mechanics like UserOperation batching, paymaster sponsorship, and signature aggregation, demanding deep protocol knowledge for basic functionality.

Intent-based systems are the compiler. Frameworks like UniswapX or Across Protocol declare a desired outcome (e.g., 'swap X for Y on chain Z'), delegating execution pathfinding to a solver network.

The control is an illusion. Managing low-level details like gas sponsorship via paymasters (e.g., Pimlico, Stackup) creates fragility; a solver in CowSwap or 1inch handles this optimally by default.

Evidence: The dominant ERC-4337 bundler, Stackup, processes ~80% of all UserOperations, proving developers default to managed infrastructure rather than building their own.

takeaways
WHY ERC-4337 SDKS ARE TOO LOW-LEVEL

TL;DR for Protocol Architects

ERC-4337 SDKs expose raw complexity, forcing architects to become bundler operators instead of product builders.

01

The Bundler Black Box

SDKs like Stackup, Alchemy, and Biconomy's core packages make you manage the mempool, gas policies, and RPC failover. This is infrastructure engineering, not application development.

  • Operational Overhead: You're now responsible for ~99.9%+ uptime and managing stake in P2P networks.
  • Hidden Costs: Missed bundles and failed user ops silently degrade UX and eat into margins.
~99.9%
Uptime Required
+6 mo
Dev Time Sunk
02

Paymaster Fragmentation

Sponsoring gas requires deep integration with paymaster services like Gelato, Pimlico, or ZeroDev. SDKs provide the hook, not the strategy.

  • Pricing Chaos: You must arbitrage between gas oracles, token prices, and sponsor rules across chains.
  • Liquidity Lock-in: User funds get stuck in siloed paymaster contracts, killing composability with UniswapX or Across intents.
5+
Services to Integrate
-30%
Composability
03

Wallet Factory Sprawl

Every new smart account implementation—from Safe{Core} to ZeroDev Kernel—requires a custom factory deployment. SDKs don't abstract this.

  • Chain Multiplicity: Deploying and verifying factories across 10+ EVM chains is a DevOps nightmare.
  • Upgrade Hell: Migrating millions of accounts to a new factory version is a multi-month migration project.
10x
Deployment Ops
$50k+
Verification Costs
04

Intent Architecture Mismatch

ERC-4337 is a transaction primitive. Modern UX demands intent abstraction, as seen in UniswapX and CowSwap. Low-level SDKs fight this trend.

  • Cognitive Load: Users think in goals ("swap"), not UserOperations and signature schemes.
  • Missed Frontier: You're building a better wallet, not tapping into the Anoma or SUAVE execution layer.
100ms
vs 10s Latency
0
Intent Native
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