# Top 10 in Tech - What to know for Week ending May 1, 2026

Published: 1 May 2026
Canonical: https://www.top10in.tech/posts/week-ending-may-1-2026

## 1. SaaS METRIC OF THE WEEK

The Magic Number[measures how effectively your company generates $$ via front-end spend](https://blog.coupler.io/sales-efficiency/) - basically, new revenue generated over a specific period with the expenses incurred on Sales & Marketing during that same time frame. Check [the SaaS CFO](https://www.thesaascfo.com/calculate-saas-magic-number/) on how to calculate the Magic Number, and [this article that deconstructs it](https://www.mostlymetrics.com/p/is-the-magic-number-a-bad-party-trick) and highlights that it's a complex metric influenced by various factors like market conditions and company spending, making it difficult to pinpoint specific areas for improvement. More on that here.

Link: https://blog.coupler.io/sales-efficiency/

## 2. API DESIGN

You know the good thing about APIs? They are pretty much boring AF. That's the point. Sean Goedecke [breaks down why a "well-behaved" API should feel predictable, invisible, and dull](https://www.seangoedecke.com/good-api-design/) — like a fav spoon, not a Swiss Army knife.

Link: https://www.seangoedecke.com/good-api-design/

## 3. PMF

[Product-Market Fit is a spectrum and a gradual one, moving through stages of demand, customer satisfaction, and efficiency](https://iwantproductmarketfit.substack.com/p/the-product-market-fit-scale). Success means balancing high customer need with scalable growth. Check out [this dynamic scale](https://www.dropbox.com/scl/fi/e8q77n33ppup4f4l0letr/Product-Market-Fit-Scale.jpeg?rlkey=bje1pguryrfegqkxtui4vroxl&dl=0) - it's pretty interesting as it enables measures across multiple dimensions.

Link: https://iwantproductmarketfit.substack.com/p/the-product-market-fit-scale

## 4. JOBS

Pave [analyzed 396K+ employees](https://www.pave.com/blog-posts/ai-is-disrupting-the-workforce-from-the-bottom-up) and found GTM has the highest turnover in Tech: Marketing and Sales, both at 24%, while Engineering sits at 17%. That 7-point gap is worth interrogating - especially as AI reshapes which roles get automated and which get harder to fill.

Link: https://www.pave.com/blog-posts/ai-is-disrupting-the-workforce-from-the-bottom-up

## 5. DISTRIBUTION

In AI land, product moats are dying. Features (and [even businesses](https://www.entrepreneur.com/starting-a-business/ai-can-clone-your-company-in-48-hours-but-heres-what/499773)) can get cloned in days (or [hours](https://www.livescience.com/technology/artificial-intelligence/just-2-hours-is-all-it-takes-for-ai-agents-to-replicate-your-personality-with-85-percent-accuracy)). The VC Corner argues a durable advantage is [distribution](https://www.linkedin.com/posts/peterjameswalker_founders-there-is-no-right-valuation-activity-7450234183337082881-Kjt_/) - the [speed at which you reach, convert, and retain users](https://www.thevccorner.com/p/distribution-singularity-ai-startup-momentum).

Link: https://www.entrepreneur.com/starting-a-business/ai-can-clone-your-company-in-48-hours-but-heres-what/499773

## 6. SAFE NOTES

[Carta](https://carta.com/learn/startups/fundraising/convertible-securities/safes/) analyzed 6,617 post-money SAFEs from Q1 2025-Q1 2026: a $1M raise lands a median $12M cap, but the range runs from $8.6M to $20M (25th-75th percentile). P[eter Walker's takeaway](https://www.linkedin.com/posts/peterjameswalker_founders-there-is-no-right-valuation-share-7450234182083186688-L5Sy/) for founders: there is no "right" valuation cap.

Link: https://carta.com/learn/startups/fundraising/convertible-securities/safes/

## 7. GTM

Dan Renyi breaks down [using Claude Code as a central nervous system for your go-to-market](https://electricb2b.substack.com/p/whats-gtm-as-product): codified ICP, positioning, and voice as system memory, with predefined workflows, strategic guardrails, and version control via GitHub. GTMVibeOps?

Link: https://electricb2b.substack.com/p/whats-gtm-as-product

## 8. TECH

[Is Tech cheap now](https://www.a16z.news/p/charts-of-the-week-is-tech-cheap)? Software's earnings premium has collapsed to 2018 levels, yet tech earnings expectations keep climbing - BlackRock shows US IT sector growth forecasts rising from 31% to 43.4% YTD. Meanwhile, tech insider buying just hit a 15-year high per State Street data. Falling premiums, rising earnings, insiders loading up.

Link: https://www.a16z.news/p/charts-of-the-week-is-tech-cheap

## 9. CREDIBILITY

Stop polishing your deck and start closing the "Credibility Chasm" - the gap between what you can deliver and what the market can verify. Sylvia Huang has [the credibility framework](https://beforetakeoff.substack.com/p/credibility-chasm-every-founder-faces) for ya: you don't need fifty logos, you need one reference-quality win that's specific, nameable, and repeatable. That single case study moves you from theory to evidence.

Link: https://beforetakeoff.substack.com/p/credibility-chasm-every-founder-faces

## 10. CASE STUDY

[SaaStr replaced most of its sales team with 20 AI agents and 1.25 humans](https://www.saastr.com/our-1-25-humans-20-ai-agents-closed-140-of-what-our-all-human-sales-team-did-last-year-but-im-not-sure-thats-the-real-story/), closing 140% of the prior year's revenue. The real unlock wasn't the AI - it looks like it was coverage: inbound response went from under 40% to 100%, and every past prospect in the CRM got worked.

Link: https://www.saastr.com/our-1-25-humans-20-ai-agents-closed-140-of-what-our-all-human-sales-team-did-last-year-but-im-not-sure-thats-the-real-story/

## POD OF THE WEEK

This one is for all you metric nerds (like me:-)) - [Don't forget to allocate CAC between new and existing customers](https://podcasts.apple.com/us/podcast/dont-forget-to-allocate-your-cac/id1697566096?i=1000737235978). This oversight leads to misleading KPIs, inaccurate CAC payback, flawed LTV-to-CAC ratios, and unreliable unit economics.

Link: https://podcasts.apple.com/us/podcast/dont-forget-to-allocate-your-cac/id1697566096?i=1000737235978