... form factors, whether it s the cloud agent, the agent command center (with IDE), CLI, review, or our other products. This way we can really focus our efforts around one name. We are doubling down on our neutrality and making Devin Desktop compatible with other agents via ACP. We may be the only Switzerland of AI left and we embrace this role. As for me, I ll be transitioning from CEO of Windsurf to Cognition s President of New Enterprise ... ... ricardo_cuba_alvan): The 1-year product lifespan insight is the realest thing said about AI right now. Most people are still trying to build moats in a market where the terrain changes every quarter. The Switzerland play agent-neutral

... menu , preview options, and choose what fits your light or dark preference. You can often pick separately per appearance mode when that option is offered. Gallery and details: https://kahana.io/docs/assistant... Questions we would love your take on: Chrome vs whole browser Should themes stay assistant-only, or would you want optional browser-wide theming that still respects site readability? Which themes matter Of the seven above, which two would you ship on day one if you were us? What ... ... missing (high contrast, OLED black, brand-neutral

... Shoulder Guard to detect up to 5 faces at once, perfect for open offices, busy cafes, or any space where more than one person could glance your way. The moment unauthorized attention is detected, your content disappears behind a neutral overlay. They look away, it's back. The entire cycle: under a second. Silent. Invisible. Automatic. And it cannot be fooled by a photo or a video playing on a phone screen. Shield analyzes depth, micro-movements, and gaze direction ... ... everything. You are in a cafe working on a confidential project. A stranger sits next to you and glances at your screen. Shoulder Guard detects the extra pair of eyes and hides your content instantly. They only see a neutral

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures the emotional tone of AI mentions positive, neutral

... Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives" "How to [solve problem you solve]" "[Your category] vs

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... capture the full AI-generated response. Change detection algorithms We don't just store answers. We compare them to previous versions to detect: New citations (you appeared where you didn't before) Lost citations (you disappeared) Sentiment shifts (positive neutral

... Average monthly retainer for AI visibility audits 1,200 2,500 Average monthly retainer for ongoing AI visibility + content 2,500 5,000 First-mover advantage is real. The agencies offering this now are locking in clients before competitors even know the category exists. Service Model #1: The One-Time AI Visibility Audit What it is: A comprehensive audit showing where the client appears (or doesn't) across ChatGPT, Google SGE, Perplexity, and Gemini. Deliverables: 20 50 keywords analyzed Screenshots ... ... actual AI answers Competitor

... know if AI recommends their business? So we built Discovery the way we wished those tools worked. Simple. Visual. Built for you. Discovery tells you exactly how AI sees your business today. Ask ChatGPT about your industry, your competitors, your city. Does it mention you? Does it recommend you? Now you'll know. Start with your market Are you local, regional, national, or global? A coffee shop in Austin and a SaaS company selling worldwide need very different prompts. Local ... ... actually search for a business like yours. Five prompt categories: Direct Brand, Category Search, Comparison, Problem/Solution, and Local Discovery. Color-coded so you can scan them in seconds. See how you stack up The discovery engine goes deeper. Competitor

... often is: "If I can just see the proof, I can end the uncertainty." In this state, a tracker promises a definitive answer to the question "Where were you?" or "Who are you talking to?" The Heavy Cost: Trust vs. Surveillance While it might provide short-term answers, secret tracking almost always comes at a high long-term cost: It Replaces Trust with Control: Using a tracker without consent is surveillance, not rebuilding. It addresses the symptom (doubt) but entrenches ... ... Backfire: In many places, secretly installing monitoring software on another adult's device without their knowledge is illegal. The cycle often becomes: suspicion secret tracking more anxiety over data interpretation further erosion of the relationship's foundation. The Healthier Alternative

... company today, I would 100% apply even though I've done it before with @Tandem (S19) for a few key reasons: The partners help. A lot . (this isn't common. Most people who say they help startups are neutral or harmful) The network is insane , especially for b2b companies. It will accelerate your G2M like nothing else. You'll learn what real speed looks like , by grinding alongside the top early stage founders. Every time I talk to a current ... ... actions A rules marketplace (like block weekend deploys or require senior approval for prod ) A built-in text-to-SQL engine to answer questions like What rules were bypassed in Q2?" We ve tested across high-volume repos like vscode

... become highly politically biased and actively engaged? Especially when their companies are media-driven and have the power to influence public opinion on a massive scale? If a tech company owns media platforms, should it be obligated to remain neutral, or is it within its rights to shape public discourse? I d love to hear your thoughts and how you perceive freedom of speech in this context, especially when it impacts global events. Comment from Stefan Fischerl nder(@stefanfis): @busmark ... ... that they physically attack you... especially certain groups). Comment from Nika(@busmark_w_nika): @mwamedacen  Hopefully, the world will come back to common sense again. Comment from Nika(@busmark_w_nika): @parth_ahir  "transparency matters more than neutrality

... alexmarin): @ben_griese  Awesome! I was wondering if the work isn't too hidden. Made me rethink, thanks Ben! Comment from Jim Jeffers(@jim_jeffers): Quick roast: the content is useful, but it currently reads more like a neutral briefing than a landing page. The biggest missing piece is audience and next step. Who is this for: first-time EB-5 investors, immigration attorneys explaining the process, regional centers, or families comparing projects? Right now I learn what ... ... understood in the first 5 10 seconds. Right now the value is strong, but the mental model (job CV scoring ranking) could be made more instantly obvious for first-time users. Curious how you re thinking about onboarding clarity vs