4 posts
AI agents don't fail loudly — they degrade silently, returning 200 OK while the damage compounds. Inside the $47K loops, NOHARM omissions, and the engineering discipline rebuilding observable failure.
AI is silently promoting every knowledge worker to middle management — without the title, the training, or the pay. This is what that shift actually looks like from a Singapore desk.
When orchestrating 4-5 Claude Code agents across projects, I was losing track of progress and cost. A 2-3 day build with Claude Code itself led to Gluon—an open-source orchestrator that treats AI agents like team members.
OpenAI's AgentKit launch seems late to the agent party—but their track record suggests a strategic consolidation play that could dominate the $93B agentic AI market.
