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The turf war paper is the sequel to multi-session work
The multiagent turf war paper is the lab sequel to multi-session work. Partition the writers and budget review, or those transcripts become your week.
The watermark fight is about PRs, not essays
The Claude watermark fight is pointed at essays. Claude Code already marks generated text that lands in git, and that is the receipt that now matters.
Ask the agent for a file, not a scrape
Agent workflow skills that name the artifact beat a scrape toolbox. Ask for the audit file, not a page dump, so yesterday's work still opens from disk.
OpenCode vs Claude Code on the Same Tasks: Same Passes, Different Paths
OpenCode vs Claude Code on four graded tasks. Both hit 4/4. Paths diverged on tools, wall time, and reported tokens. Product lane, not a same-model lab.
Dynamic Workers are the first runtime that matches how agents write code
Dynamic Workers match Code Mode writing, not Linux coding agents. Capability bindings, the globalOutbound footgun, and when microVMs like E2B still win.
Your Team's Real Product Is Now the Prompt Repo
The team product is now the prompt repository. Version agent instructions and skills in git, review them like code, and keep them thin and reproducible.
The quality risk of caveman is the workspace
The quality risk of caveman is the workspace, not token thrift. Easy daily tasks keep quality. Multi-hop agent work is where dialect load matters most.
Multi-session agent orchestration is the new job
Multi-session agent orchestration is the scarce skill now. Partition work, isolate writers, budget review so parallel agents do not invent cleanup debt.
The same model gets opposite verdicts in the same week
Opposite model quality verdicts in the same week often hide different jobs and harnesses. Pin a private suite before thrashing defaults on Reddit vibes.