... shortcuts into command sequences. For example, in Xcode, similar actions such as: Move Focus to Next Editor Pane Jump to Next Issue Jump to Next Change can be turned into three workflow and mapped to commands "ne", "ni", and "nc". Workflows can also guide Element Mode more precisely. Use "rootSelector" to limit the search area and "filterSelectors" to control which elements are highlighted. Element Menu Mode now supports selecting multiple elements. You can pass the selection to Element Burst Mode ...

... spent years as an ISO lead auditor, and the part that never got faster is paperwork - the same finding re-typed into the checklist, the NC report, and the audit report. Hours per audit, zero added judgment. AI can obviously draft that text now. The real question isn't "can it write" - it's "can a regulated profession trust it." Two things I keep coming back to: 1. Citations-or-flagged: an AI finding with no cited source ...

... everyone, I m Andy Salvo, cofounder of Crest Systems. My cofounder Jameson is 20. He goes to NC State. I go to Penn State. We both study business. We re building CSflow , an AI phone agent for trades and home-service businesses. It answers calls 24/7, qualifies the caller, books appointments, sends confirmations, and returns the recording, transcript, and a clear record of everything it did. The idea came from a simple problem: when a contractor misses a call, that ...

... Working on ConstructionExhaust a territory intelligence newsletter for sales reps, GCs, and suppliers in the Carolinas. Core edge: NC lien data precedes public permit filings by days to weeks. That s real pipeline signal before your competitors

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... customer you didn't have? How much did it cost you? What did you learn? Imed Radhouani Founder & CTO Rankfender Evidence over ego. Retention over requests. Comment from Liviu Chita(@liviu_chita): the API rate limits vs

... need to reach a break even. - How much revenue you want to get. That could help you shape the target of your commercial services. Comment from M nevver Ertun (@munevver_ertuncc): I like the way you framed it around general vs tailored value, that s a really clean way to think about it. For products, it often feels similar: free should help users understand the value, while paid should unlock outcomes they can t easily get on their own. The tricky ... ... something but don't have time to use it within the first 3 days. When I circle back to try it 10 days later (when I really have time), the trial has already expired. Maybe A/B testing day-based trials versus

... sense of where the costs are high I am building an arena to compare model costs. Is this a useful utility for other AI agent builders? Anything more it should have? Comment from Vishnu N C(@vishnu_nc): The way I am thinking of doing this is by keeping the existing workflow as is, and instead of pointing to api.openai.com, I point to ai gateway api end point. The ai gateway should have to ability to run a shadow experiment ...