What AI engineers are building

Developers are building custom AI agents and tools for various applications, including coding, trading, and social media management.

3 deep dives · 2 builder stories · 10 quick hits · 332 items scanned

AI agentsLLM toolingRAG securityModel evaluationOn-device inference

Deep dives

GitHub

LLMstradingfinance

PengZhang64/circuit-framework

Peng Zhang built a multi-agent LLM trading research system called Circuit Framework. The system allows users to create and manage trading strategies using LLMs. The project is open-source and available on GitHub.

Why it matters

Circuit Framework demonstrates the potential of LLMs in trading and finance. It provides a platform for researchers and developers to experiment with new trading strategies and models.

Try thisExplore the Circuit Framework repository and experiment with creating your own trading strategies using LLMs.

View on GitHub↗

GitHub

coding agentsmemory managementproductivity

vshulcz/deja-vu

Vshulcz built a memory layer for coding agents called Deja Vu. The tool provides features such as search, MCP recall, auto-context, and secret redaction. It is designed to work with various coding agents, including Claude Code and Codex.

Why it matters

Deja Vu addresses the need for efficient memory management in coding agents. It provides a solution for developers to improve the performance and productivity of their coding agents.

Try thisInstall Deja Vu and integrate it with your coding agent to improve its memory management capabilities.

View on GitHub↗

Hugging Face

image-text-to-textHugging Facetrending models

thinkingmachines/Inkling

The Thinking Machines team released a trending model on Hugging Face called Inkling. The model is designed for image-text-to-text tasks and has gained significant attention from the community.

Why it matters

Inkling demonstrates the advancements in image-text-to-text models and their potential applications. It provides a valuable resource for developers and researchers working on similar tasks.

Try thisExperiment with the Inkling model on Hugging Face and explore its capabilities for image-text-to-text tasks.

View on Hugging Face↗

What people actually built

Hacker News

Show HN: iMessage is the best interface, so I built TypeScript SDK for it

Jmisilo built a TypeScript SDK for iMessage to integrate it with their personal agent.

How it works

The SDK provides a simple and efficient way to interact with iMessage, allowing developers to build custom interfaces and integrations.

Steal thisWhen building custom interfaces, consider using existing platforms like iMessage to simplify the development process and improve user experience.

View on GitHub↗

Hacker News

Show HN: Loris Tunnel – an open-source desktop manager for SSH tunnels

RangerWolf built an open-source desktop manager for SSH tunnels called Loris Tunnel.

How it works

Loris Tunnel provides a user-friendly interface for managing SSH tunnels, making it easier to connect to remote servers and services.

Steal thisWhen building custom tools, consider using existing technologies like SSH tunnels to simplify the development process and improve user experience.

View on GitHub↗

Quick hits

KlaatAI/klaatcode ↗

GitHub

Klaatcode is an open-source AI coding agent for the terminal.

PromptPartner/agentsmith ↗

GitHub

Agentsmith is a universal, model-agnostic operating harness for AI agents.

prism-ml/Ternary-Bonsai-27B-gguf ↗

Hugging Face

Ternary-Bonsai-27B-gguf is a trending model on Hugging Face for text-generation tasks.

zeraix/zeraix ↗