... that approval model: which actions would you allow an AI operator to perform automatically, and which would always need confirmation? https://www.pennyone.app Comment from Ognjen Adzic(@ognjenadzic28): @nolan_vu  I like that way of thinking about it. "Irreversible vs. reversible" is a really clean way to frame it. That's actually pretty close to how we're approaching PennyOne. Our view is that autonomy should be earned. If someone consistently approves a certain type of action with little ... ... early access!! Comment from Gaurav Singh(@gaurav_singh91): Building: adextract - one MCP server that connects AI agents to ad libraries (Meta, TikTok, LinkedIn, and more) For: Claude power users and AI agent builders who need programmatic access to competitor

... prefer to review the output of agents, rather than individual actions, and run one or more sessions in parallel. What type of developer are you when working with AI coding agents? For context, when @Kilo Code launched their new @VS Code extension last week , with parallel agents, inline diff reviewer, and multi-model comparisons, some users actually wanted more control back. While the team is working on multiple improvements , like better diffs before you approve and permission flow fixes ... ... even vital - to getting a quality product. I look at the agents like a hammer. You can build a house without a hammer, but it's going to take a lot longer. The agents - being a "tool" in the toolbox

... fdmGTP Engine: Proprietary AI that handles text-to-document generation and complex media transcoding without the bloat. No Accounts, Ever: You shouldn't need a password to convert a file or generate a receipt. What s inside the toolbox? Documents: Professional Resume Builder & Text-to-Doc AI. Business: Instant Invoice, Receipt, and Purchase Order generators. Media: High-speed, batch video/audio converters (YouTube & TikTok ready). PDFs: No-watermark mergers, editors, and compressors. We re trying to prove that professional ...