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@frankel@mastodon.top
2026-03-01 09:21:40

Code Mode: give #agents an entire #API in 1,000 #tokens

Code Mode: give agents an entire API in 1,000 tokens
The Cloudflare API has over 2,500 endpoints. Exposing each one as an MCP tool would consume over 2 million tokens. With Code Mode, we collapsed all of it into two tools and roughly 1,000 tokens of context.

@frankel@mastodon.top
2026-03-27 17:04:58

#cq: #StackOverflow for #Agents

cq: Stack Overflow for Agents
cq explores a Stack Overflow for agents, a shared commons where agents can query past learnings, contribute new knowledge, and avoid repeating the same mistakes in isolation.

@frankel@mastodon.top
2026-02-20 17:11:49

Evaluating #AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?
arxiv.org/abs/2602.11988

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?
A widespread practice in software development is to tailor coding agents to repositories using context files, such as AGENTS.md, by either manually or automatically generating them. Although this practice is strongly encouraged by agent developers, there is currently no rigorous investigation into whether such context files are actually effective for real-world tasks. In this work, we study this question and evaluate coding agents' task completion performance in two complementary settings: esta…

@frankel@mastodon.top
2026-02-14 16:28:46

Introducing #Markdown for #Agents
blog.cloudflare.com/markdown-f

Introducing Markdown for Agents
The way content is discovered online is shifting, from traditional search engines to AI agents that need structured data from a Web built for humans. It’s time to consider not just human visitors, but start to treat agents as first-class citizens. Markdown for Agents automatically converts any HTML page requested from our network to markdown.

@frankel@mastodon.top
2026-03-12 17:17:37

I'm Building #Agents That Run While I Sleep
claudecodecamp.com/p/i-m-build

I'm Building Agents That Run While I Sleep
I Have No Idea If What They Ship Is Any Good

@smurthys@hachyderm.io
2026-03-11 17:10:43

Funding Nemo. 🤑👾🦈
(yes, #pun)
#Nvidia #technology #business #LLM #AI #agents #NemoClaw