Recommendation · MoneyThe guest recommends that designers, design psychologists, and graphic designers jump into the current flexible influx period and insert themselves into the spec process, articulating design intent into the tool — developing the practice of distilling design knowledge into a format where other people and the AI tools building products can read it.
NNgroup · Specs Are The New Source Code (feat. Thomas Watkins, NN/G Guest Instructor)
Recommendation · MoneyThe guest endorses that designers need to write the layer of specs that tells us what the product is supposed to be and how we know we're being true to it.
NNgroup · Specs Are The New Source Code (feat. Thomas Watkins, NN/G Guest Instructor)
Recommendation · MoneyTo solve the collaboration and intelligence gaps, Ford Prior recommends creating a multiplayer AI-native war room consisting of a roster of key decision makers and subject matter experts relevant to the topic, a driver to wield the expensive AI tools, and an AI-native productivity suite.
AI Engineer · One Day, $1,000 in Tokens: An AI War Room for Legacy Code — Ford Prior, GEICO
Recommendation · MoneyGary Vaynerchuk's biggest advice for someone launching a live show three to four times a week is to post-produce every episode into as much post-production content as possible. He says every live show should become a Substack and Beehiiv article, and should be cut into 19 clips posted on every platform. He maps this onto a gym analogy: the host knows live is right, and now it's about doing the form properly — which for them is post-production, not the content.
attributed_advice
GaryVee · You Might Be Making Content Completely Wrong
Recommendation · MoneyStandardize a set of skills into structured documentation within a repo plus a CLI that models use to drive work — creating plans, visualizations, client readouts — so the pieces around writing code happen automatically and standard across the team. Maintain a big canonical plan document with consistent structure, but reduce enforcement of that structure as models get better.
Latent.Space · AI for the Fortune 2000: How Tenex Builds an AI-Native SDLC — Alex Lieberman & CJ Hess
Recommendation · MoneyGaryVee tells people making under $20 an hour to buy anything at wholesale that has a higher retail value and sell it via live shopping on TikTok Shop and Whatnot, claiming that going hard could produce a million dollars in profit a year within 24 months.
The million-dollar-in-24-months figure is the creator's own claim, not a verified outcome.
GaryVee · How to Start Live Shopping Without a Huge Following
Recommendation · MoneyThe creator argues that every mom-and-pop store selling trinkets, candles, watches, or shoes should be on TikTok Shop tomorrow, because the FYP delivers free customers and there is no reason not to participate. He frames it as equivalent to 30 random people walking into your store for free, something store owners would lose their minds over.
GaryVee · The Biggest Business Opportunity Nobody Is Talking About
Recommendation · MoneyThe creator argues that live shopping is a seasonal business's growth engine: a trinket shop in Nantucket closed eight months of the year can go live from the store because no one is walking in anyway, turning the store into a studio. He notes many people have side hustles and seasonal businesses that could benefit.
GaryVee · The Biggest Business Opportunity Nobody Is Talking About
Recommendation · MoneyA restaurant owner's part-time finance person should review how wholesaler prices have changed at least quarterly — and the speaker endorses running the analysis at least monthly, whenever prices change, or even daily if a wholesaler changes prices daily — to catch overpaying (e.g., a price up 20-30%) or to shift orders to different wholesalers.
advice attributed to the speaker; the 20-30% price-increase example carries a possible numeric error flag
The a16z Show · What Happens When Al Agents Can Spend Your Money?
Recommendation · MoneyGaryVee says that if he were starting an entire empire from a single laundromat today, the number one thing he would do is get into content.
GaryVee · What to Post When You Run a Small Business
Recommendation · MoneyGaryVee says the biggest opportunity for local businesses people visit in person is running 10-mile radius Facebook ads to grow traffic and average receipt size.
GaryVee · What to Post When You Run a Small Business
Recommendation · MoneyOliver Kennon recommends using price per token as a practical proxy for delivered intelligence output, especially for comparable workloads and quality requirements. He notes the limitation that the North Star metric — price per successfully completed task at required quality — is not yet standardized.
AI Engineer · Same GPU, 50% More Output: Why the Operator Matters — Oliver Kennon, SemiAnalysis
Recommendation · MoneyIf AI can do the work your software manages, build the AI agent yourself and start selling it rather than defending the legacy product. If your per-seat users are being replaced by AI agents, build the agent yourself — e.g., if you sell $50/month/seat receptionist software, charge $500-$1,000/month for a full-on AI agent and go all in on that. When pivoting from per-seat software to an AI agent, price dramatically higher — move from $50/month per seat to $500 or $1,000 per month.
Consequential creator advice requires independent verification before Today can promote it.
Startups For the Rest of Us · Episode 855 | The Eight SaaS Moats that Still Work in the Age of AI
Recommendation · MoneySell the outcome instead of the tool: if you believe customers will stop clicking on your SaaS and instead buy outcomes, become the vendor who delivers the outcome directly — even if that means charging 10x the current price. Run the exercise: take your current price (e.g., $75/month) and ask what you would have to do so the same customer would pay $750/month — then identify the adjacent workflows the person clicking your tool performs that you could offer as a complete solution. Labor budgets are much larger than software budgets, so moving up into labor budgets is a bigger opportunity than charging more for software. Adopt the '10X is easier than 2X' mindset: AI creates the opportunity to 10x businesses that previously struggled to grow 2-3x.
endorsed
Commercial context: The creator presents this as their own offering and directs viewers to get it.
Startups For the Rest of Us · Episode 855 | The Eight SaaS Moats that Still Work in the Age of AI
Recommendation · MoneyRoughly 40-50% of recent Y Combinator launches are agentic SaaS — companies selling outcomes rather than tools — indicating how mainstream the model has become. If you sell outcomes at 10x pricing, expect AI worker output to be only 70-80% reliable, not 100%, and plan to build safeguards, monitoring, and a sales force (replacing self-serve). Treat the workload as the cost of survival rather than a reason to opt out.
Startups For the Rest of Us · Episode 855 | The Eight SaaS Moats that Still Work in the Age of AI
Recommendation · MoneyLincoln Murr recommends that websites gate their content behind very small microtransactions charged specifically to agents — e.g. one ten-thousandth of a cent per read — and points to AWS and Cloudflare (which he says control roughly 40% of internet traffic combined) as evidence that microtransaction gating via X402 is already being enabled.
traffic share figure flagged as possible numeric error; publisher-reported
AI Engineer · Why AI Agents Will Need Their Own Bank Accounts — Lincoln Murr, Coinbase
Recommendation · MoneyWebsites can gate their content behind a very small microtransaction specifically for agents. As an example, a Substack publisher could charge an agent one ten-thousandth of a cent to read their content, which is trivial to the user but a meaningful revenue driver. Agent microtransaction payments should ultimately be fully abstracted away from the user, in the same way AI subscriptions are handled.
AI Engineer · Why AI Agents Will Need Their Own Bank Accounts — Lincoln Murr, Coinbase
Method · MoneyA method for understanding agent behavior: manually review production traces, filter the sample to specific cases (e.g., disputes, credit card topics), and accept that reviewing thousands of traces is infeasible so the process must be simplified.
Method, not a verified protocol.
AI Engineer · Evals for High-Stakes AI Agents — Doneyli De Jesus & Annabell Schäfer, Langfuse
Method · MoneyA method for tuning LLM-as-a-judge: judge a representative sample yourself, run the LLM judge, and optimize for coherence with human raters; start loose with a few too many false positives on production data and tighten over time; check the judge periodically to keep it representative.
Method, not a verified protocol.
AI Engineer · Evals for High-Stakes AI Agents — Doneyli De Jesus & Annabell Schäfer, Langfuse
Method · MoneyBuild a Sales Navigator search on 'connections of' a senior executive against your account list and save it, so you're alerted whenever that executive makes a new connection in your territory. Prioritize tracking executives who speak often, travel often, or are very active on LinkedIn because their networks constantly expand.
Method, not a verified protocol.
30 Minutes to President's Club | No-Nonsense Sales · #614: How to Use LinkedIn Sales Navigator for Lead Generation