Compressing tool output before sending: How Headroom reduces 55,957 tokens to 24,340, and its limitations

IntroductionWhen you leave troubleshooting to a coding agent, the log retrieval tool returns 55,957 tokens of text. Of that, ...

How to use BAML—A language for agents to write in. One line to install, 4 basic commands, and steps to call from Python

Have you ever thought this while having an AI agent write code?"It works, but I don't know why it's working."There are casts ...
cloud

ShinyHunters Renewed Mass Exploitation Campaign Targeting Oracle PeopleSoft

This follow-up report details how UNC6240 (ShinyHunters) is mass-exploiting Oracle PeopleSoft (CVE-2026-35273) by bypassing WAF rules via a single URL-encoded character, providing full analysis of the ...
Communications of the ACM

Instruction Set Migration at Warehouse Scale

Perhaps surprisingly, this does not mean ISA migration is no longer a challenge in the presence of source code. We find that ...

Beavers hits leadoff homer, Mayo also connects as Orioles beat Blue Jays 7-4

Dylan Beavers hit his first career leadoff home run, Coby Mayo added a solo blast and the Baltimore Orioles beat the Toronto ...

Ryan Jeffers’ three-run blast leads Twins past White Sox

With the win, the Twins picked up both a game on the division-leading White Sox and a game on Cleveland, who they are behind in both the division and wild card race. They now trail the White Sox by ...