agent framework

also referred to as: agent frameworks

6 statements across 4 episodes · 2 bullish · 2 bearish · 4 people on the record · first statement Nov 28, 2024 by Erik Schluntz · across every show →

Everything said about agent framework, oldest first

Nov 28, 2024 negative
Insight
Anthropic's Schluntz: Avoid agent frameworks and start from scratch with raw prompts
“I think with agent frameworks in general, they can certainly save you some like boilerplate, but I think there's actually this like downside of making agents too easy, where you end up very quickly, like building a much more complex system than you need. And s…”
Erik Schluntz Nov 28, 2024 ▶ 43:01 The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic
Feb 6, 2025 neutral
Insight
Colvin: Agent Frameworks Exist Because AI Models Are Not Clever Enough
“Agents, agent frameworks, graphs, all of this stuff is basically making up for the fact that right now the models are not that clever.”
Samuel Colvin Feb 6, 2025 ▶ 27:00 Agent Engineering with Pydantic + Graphs — with Samuel Colvin, CEO of Pydantic Logfire
Feb 6, 2025 negative
Opinion
Colvin: Agent framework engineering quality lags far behind Python ecosystem
“Looking in general at the ecosystem of agent frameworks, the engineering quality is far below that of the rest of the Python ecosystem.”
Samuel Colvin Feb 6, 2025 ▶ 8:11 Agent Engineering with Pydantic + Graphs — with Samuel Colvin, CEO of Pydantic Logfire
Oct 18, 2025 positive
Insight
Alex Shaw: Base model selection matters much more than agent frameworks
“And if you look at the difference between the same model and the biggest spread across agent frameworks versus the same agent framework and the biggest spread across models, It's much larger across models, which I think goes to show that like improving models …”
Alex Shaw Oct 18, 2025 ▶ 23:51 Terminal-Bench: Pushing Claude Code, OpenAI Codex, Factory Droid, et al to the limits
Oct 18, 2025 neutral
Assertion Supported
Alex Shaw: Agent frameworks can impact benchmark scores by up to 15%
“Agent framework seems to make a difference as well, like up to 15% or something pretty significant.”
Alex Shaw Oct 18, 2025 ▶ 24:16 Terminal-Bench: Pushing Claude Code, OpenAI Codex, Factory Droid, et al to the limits
Jan 9, 2026 positive
Insight
Cameron: Models perform better with minimal tools than rigid frameworks
“I think where we're getting to is that these models have gotten smart enough, they've gotten better, better tools that they can perform better when just given a minimalist set of tools and let them run, let the model Control the agentic workflow rather than us…”
George Cameron Jan 9, 2026 ▶ 51:27 Artificial Analysis: The Independent LLM Analysis House — with George Cameron and Micah Hill-Smith
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