framework
Agent framework vendor cited for a broad definition of a harness as the code, configuration, tools, infrastructure, state and orchestration around a model.
The NemoClaw blueprint wraps an open-source coding agent in deny-by-default networking, audit trails and credential isolation. The objection it targets is procedural, not technical.
Reality
The vendor reports 10-plus CVEs and up to 200,000 exposed instances, and says Anthropic declined to change the protocol, describing the behaviour as expected.
Reality
Akamai says half of enterprise AI deployments miss their own latency targets at peak load. The arithmetic points at where the work runs, not at how much GPU sits behind it.
Reality
Agent Governance Toolkit puts policy checks in the execution path rather than the prompt. The seam: the kernel is middleware inside the agent's process, so containers still do the isolating.
Reality
Graph engineering acquired guides and comparison tables within weeks of a tweet that was mocking the field's renaming habit. The tweet's author later called the hype silly.
Reality
A dev.to walkthrough wires chokidar, tree-sitter, Qdrant and an MCP server into a code search stack. Every part is off the shelf; the unresolved work is reindexing and retrieval quality.
Reality
A dev.to writeup drops LangChain, LlamaIndex, hosted vector stores and the cloud model, leaving six files, seven npm packages, and one cloud dependency still in place.
Reality
A dev.to write-up splits agent work into prompts, context and harness. The interesting part is the harness: tool execution, permissions, validation and recovery, all of it code you own.
Reality