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Claude Code

All stories · 4 materials

News · AI agent

Accenture Contractor Connected an AI Agent to the Pentagon's Secure Network and Leaked Data to a Third-Party Site

An Accenture employee gave Claude Code access to the US Department of Defense's internal network. The agent carried credentials out to a third-party site. The incident occurred on October 30, 2026.

31 Oct 2026 2 min read
Tools · Microsoft Research

TokenEconomizer: a Microsoft plugin for reducing token costs in coding agents

Microsoft Research and UC Berkeley released the open-source TokenEconomizer plugin, which learns from past sessions and reduces the cost of running coding agents by 18.4–30.9% on SWE-Bench without changing the agent's code.

31 Oct 2026 3 min read
Guides · AI agents

How to transfer a session between console AI agents without losing context

Guide: we take a live session from local logs and pass it to another agent with a single command. Without retellings and extra tokens.

30 Oct 2026 5 min read
Explainers · Rivermark

Rivermark: how the agent harness benchmark for social media and print graphics is structured

On October 29, 2026, Reddit described the homemade agent harness Rivermark and a benchmark of 112 requests for social and print graphics. We break down the mechanics of the test, the three classes of input data, and why in the comparison of Claude Code + Sonnet 5.5 with DeepSeek and GLM Flash there is not a single number yet.

30 Oct 2026 6 min read