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A team at Telepath has just opened up the public repository for Television, an open source graphical interface designed to sit on top of AI agent workflows. Rather than watching your agents work through a terminal, Television gives you a visual layer for browsing and working with the artifacts they produce. A few hundred alpha users have already been testing it, and the early response suggests there's real appetite for making agent harnesses feel less like plumbing and more like tools people actually want to use.
On a more cautionary note, a developer shared a tool called Agent Scrub after discovering API keys sitting exposed inside their coding agent's history files. It's a quiet but important reminder that as we hand more autonomy to AI assistants, the logs and context files they generate can become unexpected security liabilities. Agent Scrub is designed to scan and clean those histories before they cause problems.
And from the world of AI infrastructure, a new essay argues that large language models won't replace AI compilers — they'll depend on them. The argument is that LLMs are better understood as orchestrators that will increasingly call specialized compilation systems to do the precise, optimized work underneath. It's a structural claim about how the stack will actually evolve through two thousand twenty six and beyond.
Keep surfing. Tech Beat out.
