newsletterJune 4, 2026·Towards Data Science

How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Abacus.AI and the case for unified AI workflows The post How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI appeared first on Towards Data Science.

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•Abacus.AI and the case for unified AI workflows The post How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI appeared first on Towards Data Science.
•This story was reported by Towards Data Science, covering developments in the newsletter space.
•AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage.

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How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs

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Discussion

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How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Key Takeaways

Related Articles

How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs

Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model

How to Orchestrate a Fleet of OpenClaw Bots

LangChain vs LangGraph: 4 Key Differences and When to Use Each

Discussion

How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Key Takeaways

Related Articles

How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs

Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model

How to Orchestrate a Fleet of OpenClaw Bots

LangChain vs LangGraph: 4 Key Differences and When to Use Each

Discussion

Related Articles

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How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs
Google's Open Knowledge Format (OKF) is a Markdown+YAML skeleton for sharing knowledge between humans and AI agents. This post reuses that skeleton for a very specific job — an agent-to-agent hand-off of pre-tokenized integer arrays between three Qwen2.5-Coder models (7B, 3B, 1.5B) — and shows the 2

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