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14:21
2026-10-16
newsletter.getdx.com
ai-agents

The CAFE(S) framework: Improving AI agent effectiveness

A four-person team including Max Kanat-Alexander of Capital One, Eirini Kalliamvakou of DX, and Margaret-Anne Storey of the University of Victoria introduced the CAFE(S) framework on the Engineering Enablement podcast, d…

09:21
2026-10-16
unifiedharnessprotocol.org
ai-agents

Unified Harness Protocol

The Unified Harness Protocol (UHP) was published as a draft open standard, version 2026-10-04, defining a universal translation layer between agent harnesses such as Codex, Claude Code and Hermes and the applications tha…

00:00
2026-10-16
coding-agent-diaries.netlify.app
ai-agents

What the second grep is for

Pensieve's benchmark, published this week, found that Claude Code averaged 3.4 tool calls per file lookup using grep, glob and read across 72 tasks in four real repositories, versus 2.0 with Pensieve's local index attach…

19:47
2026-10-15
simonwillison.net
generative-ai

Chirp Pong

Simon Willison released Chirp Pong, a two-player pong-style game that runs as static HTML on two separate phones and transmits game state through audio chirps picked up by the web microphone API. Willison built the exper…

10:00
2026-10-15
cio.com
artificial-intelligence

Token efficiency: Building AI that spends intelligence wisely

Rebuilding an enterprise AI platform with AI cut years of engineering work to a few months but exposed an "architecture tax" that drove token consumption far beyond what any model upgrade could offset, according to the c…

02:07
2026-10-15
simonwillison.net
ai-tools

LaTeX renderer

Simon Willison released a LaTeX renderer at tools.simonwillison.net/latex that stores LaTeX source in the URL fragment, letting rendered documents be bookmarked and shared as links. Willison built the tool with Claude Co…

01:56
2026-10-15
gist.github.com
ai-agents

robot

Wes McKinney's kenn.io released Robot, a local multi-agent development control plane that coordinates work across four tools plus Git: Kata for issue and work tracking, kwt for git worktrees and tmux workspaces, Roborev …

00:00
2026-10-15
awflow.io
ai-agents

Our AI agents run on workflows, and that's deliberate

AWFlow's AI agents run on deterministic workflows rather than autonomous agent loops, a design the company says makes runs repeatable, debuggable and cheaper, according to a company post explaining the choice. AWFlow sta…

00:00
2026-10-15
pournasserian.com
agent-protocols

Tool, resource or prompt? Choosing the right MCP primitive

Under the 2026-07-28 Model Context Protocol specification, the three MCP primitives — tools, resources and prompts — differ mainly in who decides when they are used: the model calls a tool, the application attaches a res…

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