theAIcatchup

Python code snippet defining a DSPy signature for startup pitch analysis

I Quit Tweaking LLM Prompts and Started Coding in Python with DSPy

Stuck in endless prompt tweaking? DSPy lets you declare AI behaviors in Python, then auto-optimizes everything. It's the shift from rituals to engineering.

4 min read 15 hours ago

Side-by-side comparison of OpenClaw and Hermes Agent architectures with chat platform icons

AI & Machine Learning

OpenClaw's Multi-Agent Mayhem vs Hermes' Lone Wolf Dreams

Your WhatsApp bot crashing again? OpenClaw fixes that with one daemon ruling multiple agents. Hermes? It's the agent that builds its own tricks — for better or chaotic worse.

3 min read 18 hours ago

Code snippet showing AgentEnsemble v2 task-first syntax compared to v1 agent-first boilerplate

Developer Tools

AgentEnsemble v2 Flips the Script: Tasks First, Agents as an Afterthought

The newest version of AgentEnsemble treats agents as implementation details, not first-class citizens. Here's why that architectural flip matters — and what it means for how you'll build multi-step AI workflows.

5 min read 1 week ago

#LLM frameworks

I Quit Tweaking LLM Prompts and Started Coding in Python with DSPy

OpenClaw's Multi-Agent Mayhem vs Hermes' Lone Wolf Dreams

AgentEnsemble v2 Flips the Script: Tasks First, Agents as an Afterthought

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