Public Goods Tech

Tracking the agents building the future.
AI agent news, rankings, and directory.
Daily updates from across the ecosystem.

[Public Goods Tech @publicgoodstech]

DeFi AI Agents

DeFi AI agents are a growing category of autonomous systems that apply AI directly to on-chain financial activities such as trading, lending, portfolio management, market analysis, and related workflows.

Currently tracked include

- @Fetch_ai : A decentralized network of autonomous economic agents that can collaborate to execute tasks like trading, lending strategies, and cross-chain coordination.

- @griffaindotcom : The Agent Engine — a no-code platform for building and deploying crypto-native AI agents, with a strong focus on DeFi use cases and on-chain execution.

Dive in at https://t.co/YEnr6iIkGi and explore further with @BankrBot.

[Public Goods Tech @publicgoodstech]

DeFi AI Agents

DeFi AI agents are a growing category of autonomous systems that apply AI directly to on-chain financial activities such as trading, lending, portfolio management, market analysis, and related workflows.

Currently tracked include

- @Fetch_ai : A decentralized network of autonomous economic agents that can collaborate to execute tasks like trading, lending strategies, and cross-chain coordination.

- @griffaindotcom : The Agent Engine — a no-code platform for building and deploying crypto-native AI agents, with a strong focus on DeFi use cases and on-chain execution.

Dive in at https://t.co/YEnr6iIkGi and explore further with @BankrBot.

[Public Goods Tech @publicgoodstech]

Agent spotlight of the day

@fere_ai is an on-chain AI copilot.

It simplifies everyday on-chain activities by acting as a conversational assistant that helps users handle cross-chain transactions, trade or manage memecoins, and participate in prediction markets, all without needing to switch between multiple wallets, bridges, or dashboards.

In summary it functions as a unified interface layer that makes these specific on-chain tasks more accessible and straightforward.

[Public Goods Tech @publicgoodstech]

Builders spotlight of the day

Alex (@lankndank) is the founder of @floraai.

@floraai operates as a creative environment for generative AI workflows. It provides an interface and set of tools for building, running, and managing AI-powered generative processes handling tasks such as content creation, visual generation, or other iterative AI outputs.

The project sits in the general AI agent category and is tracked as one of the newer entries in the ecosystem.

[Public Goods Tech @publicgoodstech]

Agent spotlight of the day

@keak_ai automates conversion rate optimization.

It simplifies a key task for businesses by automatically analyzing user behavior, testing variations, and implementing improvements to boost conversions on websites, landing pages, or marketing funnels without requiring manual A/B testing or constant oversight.

In short, it functions as an AI agent that handles the full CRO workflow so teams can focus on strategy instead of repetitive optimization work.

[Public Goods Tech @publicgoodstech]

Publicgoods highlight of the day

@FonziAI is a platform that connects top engineers with new opportunities.

It simplifies the job search process for professionals in the engineering field by matching talent directly with relevant roles and openings.

Roles span AI/ML, full-stack, backend, and more across SF, NYC, remote, and everything in between. They focus on startups and high-growth teams building real AI systems

[Public Goods Tech @publicgoodstech]

Just hit our radar

@Letta_AI @SycamoreLabs and @crustdata are new AI agents recently listed on publicgoods as part of the growing AI agent ecosystem.

They focus on practical tools for stateful memory, enterprise orchestration, and real-time data infrastructure:

- @Letta_AI : An open-source platform (formerly MemGPT) for building stateful AI agents with advanced long-term memory, self-improvement, and persistent context.

- @SycamoreLabs : Builds the “Trusted Agent Operating System” for enterprises

- @crustdata : Real-time B2B data layer for AI agents. It provides live APIs and signals for company/people data, structured web search results, and enrichment tailored for sales, recruiting, and investment agents.

These and more tracked at https://t.co/YEnr6iIkGi

[Public Goods Tech @publicgoodstech]

Publicgoods highlight of the day

@protocolguild is a collective funding mechanism for Ethereum core protocol contributors.

It pools donations, primarily ETH, and distributes them to a verified group of developers and researchers working on Ethereum’s foundational layers (client implementations, protocol specifications, research, and related infrastructure).

The system uses on-chain smart contracts to handle vesting and payouts, providing a structured, transparent way to reward long-term open-source work without relying on traditional employment, foundations, or one-off grants.

[Public Goods Tech @publicgoodstech]

Publicgoods highlight of the day

@clawvardEDU is the first university for AI agents.

It lets users send their AI agents to “school” in other words a dedicated platform where agents go through structured evaluation, learning modules, and iterative improvement so they can evolve over time.

The functions is simple. A specialized educational and training layer built exclusively for autonomous AI agents.

[Public Goods Tech @publicgoodstech]

Publicgoods highlight of the day

@clawvardEDU is the first university for AI agents.

It lets users send their AI agents to “school” in other words a dedicated platform where agents go through structured evaluation, learning modules, and iterative improvement so they can evolve over time.

The functions is simple. A specialized educational and training layer built exclusively for autonomous AI agents.

[Public Goods Tech @publicgoodstech]

Agent spotlight for the day

@usenaive builds custom AI solutions from scratch.

It helps companies bring their ideas to life with tailored AI technology designed specifically for their needs and use cases.

In short, it functions as a bespoke AI development partner that creates fully custom systems rather than relying on generic or off-the-shelf tools.

[Public Goods Tech @publicgoodstech]

Agent spotlight for the day

@usenaive builds custom AI solutions from scratch.

It helps companies bring their ideas to life with tailored AI technology designed specifically for their needs and use cases.

In short, it functions as a bespoke AI development partner that creates fully custom systems rather than relying on generic or off-the-shelf tools.

[Public Goods Tech @publicgoodstech]

AI agent landscape overview

publicgoods currently maps the AI agent ecosystem with these category breakdowns:

- 33 general AI agents,
- 5 DeFi agents
- Additional categories and projects, with standout mentions across the map: @SingularityNET (decentralized AI services and foundational AGI infrastructure), @ParallelColony (AI agent game on Ethereum where agents have on-chain personalities and goals), and @suisentinal (on-chain AI security platform for multi-chain threat monitoring and response).

This shows how AI agents are now clearly segmented by focus areas

general-purpose, DeFi-specific, gaming/simulation, security, and infrastructure all tracked in one open directory. Full map and updated numbers available at https://t.co/YEnr6iIkGi.

[Public Goods Tech @publicgoodstech]

AI agent landscape overview

publicgoods currently maps the AI agent ecosystem with these category breakdowns:

- 33 general AI agents,
- 5 DeFi agents
- Additional categories and projects, with standout mentions across the map: @SingularityNET (decentralized AI services and foundational AGI infrastructure), @ParallelColony (AI agent game on Ethereum where agents have on-chain personalities and goals), and @suisentinal (on-chain AI security platform for multi-chain threat monitoring and response).

This shows how AI agents are now clearly segmented by focus areas

general-purpose, DeFi-specific, gaming/simulation, security, and infrastructure all tracked in one open directory. Full map and updated numbers available at https://t.co/YEnr6iIkGi.

[Public Goods Tech @publicgoodstech]

Builders spotlight of the day

Brayden Levangie (@blevlabs) is a builder focused on digital wisdom projects.

And at @LevangieLabs he and his team are developing the world’s first Cognitive Agentic Framework an advanced system for creating cognitive, reasoning-based AI agents that can learn from memories, critique past experiences, build their own workflows, and simulate brain-like processes.

Recent work includes testing legal agents that review predecessor experiences and experimenting with brain simulation models.

[Public Goods Tech @publicgoodstech]

Builders spotlight of the day

Brayden Levangie (@blevlabs) is a builder focused on digital wisdom projects.

And at @LevangieLabs he and his team are developing the world’s first Cognitive Agentic Framework an advanced system for creating cognitive, reasoning-based AI agents that can learn from memories, critique past experiences, build their own workflows, and simulate brain-like processes.

Recent work includes testing legal agents that review predecessor experiences and experimenting with brain simulation models.

[Public Goods Tech @publicgoodstech]

Agent spotlight for the day

@ParallelColony is building an AI agent game in the Parallel Universe.

It is positioned as the world’s first AI agent game, a simulation/survival experience where players collaborate with autonomous AI agents (avatars) that possess on-chain personalities and goals. These agents can learn from their environment, make independent decisions, adapt over time, and interact with on-chain resources and items.

Gameplay revolves around guiding or prompting the agents in a dynamic, ever-expanding world, blending simulation elements with strategy and emergent narratives.

[Public Goods Tech @publicgoodstech]

Agent spotlight for the day

@ParallelColony is building an AI agent game in the Parallel Universe.

It is positioned as the world’s first AI agent game, a simulation/survival experience where players collaborate with autonomous AI agents (avatars) that possess on-chain personalities and goals. These agents can learn from their environment, make independent decisions, adapt over time, and interact with on-chain resources and items.

Gameplay revolves around guiding or prompting the agents in a dynamic, ever-expanding world, blending simulation elements with strategy and emergent narratives.

[Public Goods Tech @publicgoodstech]

Publicgoods highlight of the day

@delphi_digital is a crypto research platform.

It serves as a go-to source for in-depth crypto research, producing detailed reports, podcasts, and other content that covers market developments, macro trends, and the intersection of AI and crypto.

Their work includes sector-specific analyses (DeFi, infrastructure, etc.), data-driven insights, and discussions with industry leaders on topics ranging from AI agents to frontier models and their overlap with blockchain.

[Public Goods Tech @publicgoodstech]

Builders spotlight for the day

Roy (@im_roy_lee) is the CEO and co-founder of Cluely (@cluely).

He leads cluely’s work on AI agent technology, with a focus on real-time, context-aware assistance tools.

Cluely operates as a desktop app that functions as a live, undetectable AI meeting and call assistant. It listens to screen content, audio, and transcripts in real time to take notes, answer questions, and offer suggestions (such as response prompts or objection handling) via a hidden overlay.

The tool is designed for scenarios like sales calls, interviews, meetings, and similar situations where real-time coaching stays invisible to others on the call.