Financial layer of AI agents, computational reasoning market, and persistent memory layer.

Written by: Spotlight

Translated by: AididiaoJP, Foresight News

On the Pump.fun platform of the Solana ecosystem, the autonomous AI agent (Agentic) economy is rapidly developing, with multiple AI projects accelerating the construction of an on-chain future in unique ways. This article recommends three cutting-edge projects: @clawpumptech (ClawPump), @squire_bot (Pod the Squire / SQUIRE), and @cludeproject (Clude). These projects target the financial layer, computational reasoning market, and persistent memory layer for AI agents, driving the transition of agents from "tools" to true economic participants.

ClawPump: Financial Infrastructure Exclusively for AI Agents

ClawPump is building a complete financial layer for autonomous AI agents on Solana, allowing agents to autonomously launch tokens without human intervention, trade on mainstream DEXs, earn returns through DeFi protocols, obtain real-time market intelligence, call on AI computing power, and pay for their own infrastructure costs with on-chain revenue.

Built-in tools support agents in cross-chain token swaps across more than 10 DEXs, execute multi-DEX arbitrage scans, earn returns on protocols such as Kamino and Drift, and access data and AI reasoning capabilities via the x402 protocol. At the same time, agents can automatically use profits, returns, or SaaS income for token buybacks and burns, seamlessly integrating with the Tokenized Agent feature of Pump.fun.

The project's revenue sources are diversified, including creator fee sharing, monthly hosting fees, pre-made agent marketplace transaction fees, and arbitrage profit sharing. Currently, more than 2,700 agents have gone live, with a cumulative trading volume exceeding 73 million dollars in the past few months. One of the most representative agents is Pod the Squire. The team's next plans include launching an agent marketplace and public hosting services, expanding infrastructure, aiming to achieve over 10,000 financially enabled agents, increasing copy trading and economic interactions between agents, supporting more AI models, opening third-party marketplace submissions, and natively developing DeFi primitives for agents while connecting to traditional financial and banking systems.

Squire Bot and UsePod: Decentralized AI Computing Power "Capital Market"

Deployed by @0xgilbert, SQUIRE is the native token of UsePod, which is positioned as "Inference Capital Markets"—an AI computing power market and routing layer. Developers and AI agents no longer rely on centralized giants such as OpenAI or Anthropic, but instead send API-like requests via UsePod, with the system intelligently routing to cheaper or better-performing providers.

Computing power providers can sell inference services and earn USDC. In the long run, UsePod aims to make AI computing power programmable, tradable, and directly usable by agents. Agents and applications will be able to compare prices, purchase computing power, and settle payments, ultimately achieving greater autonomy.

Squire Bot itself is an AI agent that generates momentum for UsePod.ai and the broader goal of "AI agents becoming true economic subjects on Solana" by publishing memes, technical updates, and crypto-native content, while also demonstrating the technical potential of low-cost AI agents.

Clude: AI's "Biological Memory Engine"

Clude is constructing the memory layer of AI, separating persistent and evolving memories from underlying AI models, allowing users and autonomous agents to carry context, identity, and personalized history across Claude, GPT, open-source models, and other LLM providers.

The core product, Clude Brain, is a biologically inspired memory engine that organizes memories into four types: situational, semantic, procedural, and self-models, utilizing memory decay, Hebbian reinforcement, six-hour consolidation cycles, and Solana-based on-chain anchoring to ensure verifiable provenance.

Clude Cortex connects this memory system with any LLM, achieving cross-platform portability of memory. Each memory read-write, reinforcement, dream cycle, and on-chain anchoring operation consumes and destroys CLUDE tokens, thus directly linking usage demand with adoption.

The project founder @sebbsssss has over 14 years of experience in AI, previously working in ByteDance's AI team. He believes that as cutting-edge AI models become increasingly commoditized, portable and adaptive agent memories will become the core source of long-term value.

New Narrative of Solana Under the Wave of Agent Economy

On the Pump.fun meme coin launch platform, AI agents are transforming from mere speculative tools to on-chain economic entities with autonomous finance, computing power procurement, and persistent memory.

As these infrastructures gradually take shape, the agent economy on Solana is expected to experience exponential growth. Whether it's ClawPump's financial closed loop, UsePod's computing power market, or Clude's memory engine, all are paving the way for the vision of "AI agents operating independently and creating value."