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NC Tweener Talks

NC Tweener Talks

By: NC Tweener Fund
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A podcast for builders by builders in North Carolina. We explore the startup journey and stories with NC founders, from the idea to the exit and everything in between. NC Tweener Talks is hosted by Scot Wingo, presented and produced by NC Tweener Fund, with creative assets and design support from Walk West.2026 NC Tweener Fund Economics Leadership Management & Leadership Personal Finance
Episodes
  • FLASH: Validic (NC Tweener!) acquired by ChartSpan - Live Interview with Drew Schiller, CEO, Validic

    FLASH: Validic (NC Tweener!) acquired by ChartSpan - Live Interview with Drew Schiller, CEO, Validic
    Jun 22 2026

    Details->https://www.tweenertimes.com/p/breaking-validic-acquired-by-chartspan

    We couldn’t share posts like this without our amazing sponsors:

    Platinum:
    NC IDEA: https://ncidea.org

    Gold Sponsors:
    - Balentine: https://www.balentine.com/triangle-entrepreneurs
    - EisnerAmpner: https://www.eisneramper.com
    - Robinson Bradshaw: https://www.robinsonbradshaw.com

    Silver Sponsors:
    - Automated Consulting Group: https://automated.co
    - Bank of America: https://business.bofa.com/en-us/content/technology-industry-group.html


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    Where to Find xxxxxx:
    LinkedIn: xxxx
    Front Porch Venture Partners xxxx

    Where to Find Scot Wingo:
    LinkedIn: https://www.linkedin.com/in/thescotwingo/
    Tweener Times: https://www.tweenertimes.com/
    X: https://x.com/scotwingo

    ---

    This episode of Triangle Tweener Talks is hosted by Scot Wingo, presented and produced by NC Tweener Fund, with creative assets and design support from Walk West.

    We couldn’t share posts like this without our amazing sponsors:

    Platinum:
    NC IDEA: https://ncidea.org

    Gold Sponsors:
    - Balentine: https://www.balentine.com/triangle-entrepreneurs
    - EisnerAmpner: https://www.eisneramper.com
    - Robinson Bradshaw: https://www.robinsonbradshaw.com

    Silver Sponsors:
    - Automated Consulting Group: https://automated.co
    - Bank of America: https://business.bofa.com/en-us/content/technology-industry-group.html


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    Triangle Tweener Talks is sponsored by:

    • Atomic Object: https://atomicobject.com/
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    16 mins
  • Rob Walter, Founder & CEO of RevBo: "Nobody Has It Right; The GTM Playbook Is Still Being Written"

    Rob Walter, Founder & CEO of RevBo: "Nobody Has It Right; The GTM Playbook Is Still Being Written"
    Jun 18 2026
    Rob Walter breaks down the AI-native GTM playbook: intent data, ABM-only outreach, the first sales hire trapdoor, and why "a human always writes the message." Stick around for the highlights below. 👇Highlights"Nobody has it right: Rob's honest take on the current AI-GTM moment; the playbook is genuinely still being written, adoption is wildly uneven, and that gap between the leading edge and everyone else is the opportunity. Carpet bombing is killing brands: AI has made outbound spam so cheap and easy that it's destroying trust at scale. One competitor even cold-emailed Scot about "agentic commerce", not realizing they were emailing a direct rival. Rob's rule: "A human always writes the message." AI-generated outreach is detectable, and it permanently trains your ICPs to ignore you. Intent data, explained:Website visits, job postings, funding announcements, keyword searches, these are the signals that tell you when to reach out and why. Rob describes it as a "spider on a web" with legs out, waiting for any ICP company to show a flicker of intent before timing a precise, relevant outreach. He used actively.ai (recently raised its Series B) at BigCommerce, standing up the POC in about 2 months. ABM is now nearly the only outreach strategy: AI removed the bandwidth bottleneck that always made true account-based marketing impractical. Rob's view: from a direct outreach standpoint, it's now "darn close to ABM only." The first sales hire trapdoor: "Never hire someone from a big company and think they're gonna do well in your startup as a first sales employee. Never. I have never seen that work. Hundred percent failure rate." Their first question is about PTO policy and whether they get an admin. Four tiers of salespeople: Great and good reps will get dramatically better with AI. The "meh" tier, people who got by on volume and the occasional lucky close, will get weeded out. Founders need to know this when evaluating candidates. GTM engineer > first sales rep: A GTM engineer who can automate enrichment, workflow, and outreach sequencing can be "far more powerful than, honestly, maybe even a sales rep in some cases" for early-stage companies. Rob says this is one of his most consistent recommendations to founder-led businesses. Granola over Gong: For companies under $10M ARR, Rob's call recording recommendation is Granola, it works in coffee meetings, integrates cleanly with Claude for analysis, and costs a fraction of what Gong does. He uses it himself, with a custom recipe that pulls prospect questions across all sales calls and runs them through Claude to bucketize and rank by frequency, then puts that content directly on the website.The data model rule: If you don't capture milestone moments in your CRM now, first discovery call, account enrichment data, stage exit criteria, that information is "gold dust that slipped through your fingers." Nothing AI can do later will recover it.SaaSageddon is real: Buyers are hesitating on new software contracts. Rob's framework: for narrow use cases, try to build it before you buy it. For compliance-heavy enterprise environments, you probably still buy. And there are now AI-native alternatives (he uses Clarify AI for CRM) worth considering over legacy incumbents. The RevBo scorecard: Rob built a free AI-native GTM diagnostic at revbo.ai, it walks companies through ICP clarity, data model hygiene, and intent/enrichment readiness before recommending any tooling. A good starting point before any of the tools in this episode make sense.Rob has been in the rooms where SaaS was built, scaled, and now, in some ways, disrupted. Every piece of advice in this episode comes from having actually done the thing, not just advised on it. Enjoy the conversation.Timestamps:00:00 Cold Open 00:40 Welcome to NC Tweener Talks 01:55 Episode intro 02:22 How Scot knows Rob 04:28 Rob's background05:45 Coming to North Carolina 07:55 Rob at ChannelAdvisor 09:04 Evolution of SaaS GTM roles 12:44 GTM in the pre-AI era 14:00 CRO at BigCommerce 17:15 Modernizing the stack with AI 19:52 The carpet bombing problem22:00 Rob's rule #1:22:55 Intent data explained24:50 Modern intent signals 26:03 Inbound content strategy29:26 Clay, Apollo & enrichment 31:25 ABM 32:44 Rob leaves Commerce and starts RevBo 34:20 Who Rob works with 37:00 The first sales hire trapdoor39:55 The RevBo scorecard 41:55 Call recording 44:30 AI agents 46:02 SaaSageddon49:37 GTM engineering 50:52 Wrap-up Where to Find Rob:LinkedIn: https://www.linkedin.com/in/rob-walter/RevBo AI: https://revbo.ai/Where to Find Scot Wingo:LinkedIn: https://www.linkedin.com/in/thescotwingo/Tweener Times: https://www.tweenertimes.com/X: https://x.com/scotwingo--- This episode of Triangle Tweener Talks is hosted by Scot Wingo, presented and produced by NC Tweener Fund, with creative assets and design support from Walk West. We couldn’t share posts like this without our amazing sponsors: Platinum: NC IDEA: https://...
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    52 mins
  • [REDACTED] Episode 4: We Stopped Using Claude Code Mid-Build. Here's What We Built Instead

    [REDACTED] Episode 4: We Stopped Using Claude Code Mid-Build. Here's What We Built Instead
    Jun 17 2026
    Redacted is the show that doesn't clean things up before hitting record. Episode 4 is a double build session: Taylor Cotner walks through the multi-agent HubSpot cleanup pipeline he's been iterating on for weeks, now running on the Anthropic SDK with Claude Code out of the loop, and David Shaner demos how he used Claude Design and Claude Code to rebuild Offline's partner landing page from scratch. Most of the episode is screen sharing, so pull it up on YouTube.What We CoverNo Claude Code in the loop: Taylor stopped using Claude Code as an agent orchestrator in his HubSpot pipeline, not as his coding tool (he’s still building the app with Claude Code), but as a decision-maker in the middle of a workflow. Removing it gave him full control over inputs and outputs at every step.Custom eval system built from scratch: Taylor built an eval page that looks like an Excel grid, models as columns, test cases as rows , to measure Haiku, Sonnet, GPT-5, and GPT-5 Mini against real messy HubSpot data. Each cell shows pass, fail, and cost.GPT-5 Mini at 10–20× less cost: For the lead qualifier agent, Sonnet evals cost $1.00 per run. GPT-5 Mini costs $0.05. “I can live with that. 10X less the cost.” For the core cleanup evals: $1.50 for Sonnet versus $0.14 on GPT-5 Mini.$20 for 133 million tokens overnight: Using the Vercel AI Gateway — which lets you swap any model without changing your code, Taylor ran 200 HubSpot restaurant cleanups in a single night for $20 total.Self-grading pipeline: The pipeline grades its own output after every cleanup run. If a job comes back below an A, it automatically spawns a new run with Sonnet, no human catch required. A B grade on 101 Craft Kitchen auto-escalated and came back with an A.Real mess-ups make the best evals: Almost every eval case came from a real HubSpot error. The system once tried to create a “Kim company” to link a group of unrelated restaurants, so Taylor added an eval to teach it that being linked by an owner contact is not the same as being linked by company structure.The conveyor belt metaphor: David’s landing page pipeline starts with live sales transcripts from Steve (Offline’s seller) and is designed to end with a generated, voice-of-customer partner landing page. “In an ideal world, I’ve got a black box in the middle.”Claude Design → Claude Code handoff: Claude Design’s share feature generates a markdown handoff document with a file map, token contract, and panel build notes. When Claude Code picks up the project, it reads this file first, bridging design intent to implementation.One person, 7–8 hats replaced: David processed customer reviews, tightened company positioning, built wireframes, designed mobile experiences, wrote code, and is about to ship a pull request, all without a designer, copywriter, or front-end developer.GPT-5 “overthinks”: Their working theory is that GPT-5 (not Mini) gets weird things wrong because it goes too abstract. The temperature/Myers-Briggs analogy, literal versus creative thinking, might explain why Mini outperforms the full model on structured cleanup tasks.The iceberg: Once the cleanup and landing page are done, the plan is to surface above the water: automated emails, Instagram DMs, and a fully AI-run lead generation function operating on top of the clean data.Time Stamps0:00 Cold open: AI temperature, Myers-Briggs, and model thinking styles0:47 Welcome to Redacted — Episode 41:39 What is Redacted? Show premise and audience2:30 Offline: $1M ARR, 2 full-time employees3:41 Why watch on YouTube (screen-share heavy)4:51 Taylor's segment: the Offline HubSpot AI cleanup project6:31 Ditching Claude Code as orchestrator — using the SDK directly9:21 Building a custom eval system from scratch10:37 Vercel AI Gateway: comparing Sonnet, Haiku, and GPT-5 Mini11:28 GPT-5 Mini at 10x less cost — "I can live with that"14:26 The agent pipeline: planner → reconciler → grader17:49 Evals built from real HubSpot failures23:09 $20 for 133 million tokens overnight24:07 Self-escalation: B grades trigger an automatic Sonnet re-run25:02 Lead gen expander and qualifier agents26:09 The iceberg: what comes after cleanup27:35 David's segment: transcripts-to-landing-page pipeline29:29 Claude Design: wireframing panel by panel33:13 Mobile wireframe inside an iPhone frame + handoff to Claude Code35:21 Live demo: localhost with real Offline API data38:47 One person, 7–8 hats replaced39:46 Wrap up and where to find David & TaylorShow notes from the episode: https://github.com/instanttaylor/redacted-podcastWhere to Find David:LinkedIn: https://www.linkedin.com/in/davidshaner/Where to Find Taylor:LinkedIn: https://www.linkedin.com/in/taylorcotner/More about Offline: https://www.linkedin.com/company/offline-media-inc-/--- This episode of Redacted is hosted by David Shaner and Taylor Cotner, and presented and produced by NC Tweener Fund.We couldn’t share posts like this without our amazing sponsors: Platinum: NC ...
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    42 mins
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