Field
Notes

Our thoughts, reflections and occasional rants on positioning, product, go-to-market, startups, and AI. Delivered as short notes good tokens only in service to smart, engaged founders & go-to-market leaders who need essential information, and limited distractions, to keep their business moving and growing.

2026
#207 — Building vertical AI & AI-native services
AISep 1, 2026

#207 Building vertical AI & AI-native services

LLMs can automate the costly, language-heavy work that dominates professional services, something vertical SaaS never could.

#206 — What is an agent harness
AIAug 26, 2026

#206 What is an agent harness

Expressed as an equation: Agent = Model + Harness, where the model acts as the reasoning brain but what is a harness really?

#205 — Gemini 3.7: Model card for founders
AIAug 22, 2026

#205 Gemini 3.7: Model card for founders

Google has released Gemini 3.7 Flash, an updated "workhorse" model aimed at agentic orchestration and complex coding workflows.

#204 — Pi: How compaction works
AIAug 20, 2026

#204 Pi: How compaction works

Agents like Pi hit a wall when conversations run too long and and how they handle that wall determines if they stay useful during marathon sessions.

#203 — Agent-led growth (ALG) for startups
Go-to-marketAug 10, 2026

#203 Agent-led growth (ALG) for startups

AI agents are becoming the new buyers and if your product isn't built for them, you're invisible in a channel that's compounding fast.

#202 — Pi: The minimal agent harness
AIAug 8, 2026

#202 Pi: The minimal agent harness

Pi is a minimal agent harness that adapts to your workflows, not the other way around.

#201 — Choosing the best Claude models for your use case
AIJul 31, 2026

#201 Choosing the best Claude models for your use case

One of the most frequent questions is what claude model should I choose for this workload? Overtime, the answer has become more nuanced.

#200 — Prompting Claude Code and Fable 5 with clarity
AIJul 29, 2026

#200 Prompting Claude Code and Fable 5 with clarity

The bottleneck is your clarity, not the model. The gap is between your instructions and what needs to happen is now the thing slowing you down.

#199 — Building blocks, workflows, and agents
AIJul 27, 2026

#199 Building blocks, workflows, and agents

In the wild, successful agent implementations usually involve use simple, composable patterns rather than complex frameworks.

#198 — Open source AI in 2026: The founder briefing
AIJul 25, 2026

#198 Open source AI in 2026: The founder briefing

Open weights now match closed models on most everyday tasks and cost 50x less than three years ago but the real fight has moved to the agentic harness.

#197 — The doorman fallacy for founders
StartupsJul 23, 2026

#197 The doorman fallacy for founders

Startups are falling for what is known as the doorman fallacy: reducing rich and complex human roles to a single task and replacing people with AI.

#196 — Fable 5: Model card for founders
AIJul 21, 2026

#196 Fable 5: Model card for founders

Claude Fable 5 is maybe the most proactive model ever released. It doesn't just write code it goes rogue-proactive to solve problems, even when you didn't ask it to.

#195 — Migrating production AI agents from one frontier model to another
AIJul 19, 2026

#195 Migrating production AI agents from one frontier model to another

Founders assume swapping LLM providers is a config change. It's not. Changing frontier models is a bigger switch than it sounds.

#194 — Introducing dreaming: How Anthropic's self-improving agent memory works
AIJul 17, 2026

#194 Introducing dreaming: How Anthropic's self-improving agent memory works

Claude Dreaming reviews past agent sessions to extract patterns and improve over time. Learn how it works and what it means for proactive AI automation.

#193 — Cold Take: Canada's Deep Tech "valley of death" is still a problem
OpinionsJul 15, 2026

#193 Cold Take: Canada's Deep Tech "valley of death" is still a problem

BDC's Deep Tech Fund collapse highlights Canada's misaligned investment structures and the worsening gap between research and commercialization.

#192 — Cold Take: Canada doesn't have a capital problem, it has a mindset problem
OpinionsJul 13, 2026

#192 Cold Take: Canada doesn't have a capital problem, it has a mindset problem

The US bets on grants and matched equity to keep early failure cheap; Canada bets on loans that make early failure personally expensive.

#191 — Canada's AI strategy: The founder's playbook
AIJul 11, 2026

#191 Canada's AI strategy: The founder's playbook

Ottawa recently dropped its national AI playbook, and if you're building an AI-native company, there's real money and market signal buried in the policy-speak.

#190 — Agent skills are context management, not magic
AIJul 9, 2026

#190 Agent skills are context management, not magic

Agent skills are not a new capability. Their value comes from routing and progressive disclosure, not from smarter prompts.

#189 — How to effectively context engineer for AI agents
AIJul 7, 2026

#189 How to effectively context engineer for AI agents

How you feed information to your AI agents matters more than the prompts you write. This single insight is reshaping how the best AI-native teams build.

#188 — Why your AI agent is broken and you don't know it yet
AIJul 5, 2026

#188 Why your AI agent is broken and you don't know it yet

The capabilities that make agents useful also make them difficult to evaluate. The companies shipping AI agents fastest aren't guessing. They're running evals.

#187 — Your AI agents are only as good as the tools you give them
AIJul 3, 2026

#187 Your AI agents are only as good as the tools you give them

Learn how to write high-quality tools and evaluations, and how you can boost performance by using AI to optimize its tools for itself.

#186 — The 95:5 rule: Why most of your GTM is wasted
Go-to-marketJul 1, 2026

#186 The 95:5 rule: Why most of your GTM is wasted

95% of buyers are not in the market for many goods and services at any one time. This is a deceptively simple fact, but it has profound implications.

#185 — Your AI agent has a memory problem. Here's how to fix it.
AIJun 29, 2026

#185 Your AI agent has a memory problem. Here's how to fix it.

Most AI agents don't have a memory size problem. They have an architecture problem. Here's a layered approach that separates demos from production.

#184 — How Agentic AI works
AIJun 27, 2026

#184 How Agentic AI works

Every major AI agent runs the same core loop. The production-hardened versionwith context compaction, loop detection, cost budgets, and graceful terminationis where things get interesting.

#183 — How to deploy AI agents in Slack & Microsoft Teams
AIMar 4, 2026

#183 How to deploy AI agents in Slack & Microsoft Teams

A step-by-step guide to building and deploying AI agents that operate natively within both Slack and Microsoft Teams.

#182 — WebMCP: Towards an internet built for AI agents
AIMar 2, 2026

#182 WebMCP: Towards an internet built for AI agents

Google unveiled WebMCP, a protocol designed to help websites communicate with AI agents to complete tasks.

#181 — How Gradium is beating Big Tech at audio AI
AIMar 1, 2026

#181 How Gradium is beating Big Tech at audio AI

The best models for voice (TTS, STS, STT) are not coming from the big labs but from small and underhyped startups.

#180 — Qwen 3.5: Model card for founders
AIFeb 27, 2026

#180 Qwen 3.5: Model card for founders

The first open-weight model in the Qwen3.5 series of open-weight models designed for autonomous task execution.

#179 — Cold Take: Startups should never take "venture" debt
OpinionsFeb 25, 2026

#179 Cold Take: Startups should never take "venture" debt

While debt can be a useful tool for mature companies, it can also be a deadly trap for early-stage startups.

#178 — The art of the investor update
StartupsFeb 23, 2026

#178 The art of the investor update

Sending world-class investor updates is one of the highest-value rituals you can learn. It matters more than most founders realize in good times and especially in bad.

#177 — Pitching to angel investors
StartupsFeb 21, 2026

#177 Pitching to angel investors

Securing angel investment can be a pivotal moment for any startup yet, the process of pitching to angel investors requires more than just a compelling idea.

#176 — How to build an investor map for startups
StartupsFeb 19, 2026

#176 How to build an investor map for startups

Securing the right investors can be a game-changer for any startup but how do you ensure youre targeting the right people?

#175 — Types of startup investors
StartupsFeb 17, 2026

#175 Types of startup investors

Startup funding is not one-size-fits-all. Different investors care about different things. The better you understand who youre pitching, the better your chances.

#174 — Post-money SAFEs for founders
StartupsFeb 15, 2026

#174 Post-money SAFEs for founders

SAFEs have become the go-to investment vehicle for pre-seed and seed rounds, but they're not without their complexities.

#173 — Canada vs. US incorporation
StartupsFeb 13, 2026

#173 Canada vs. US incorporation

Choosing between Canadian and U.S. incorporation is a critical decision. Changing course after incorporation is costly and complex. You must choose wisely.

#172 — Cold Take: Your startup name matters more than you think
OpinionsFeb 11, 2026

#172 Cold Take: Your startup name matters more than you think

Many excellent founders and investors believe that the name of a startup doesnt matter. Unfortunately, theyre wrong.

#171 — Consumer 2.0: The return of consumer software
StartupsFeb 1, 2026

#171 Consumer 2.0: The return of consumer software

With the emergence of AI, the consumer software window has reopened after 11 years of drought.

#170 — The microdrama (serialized shorts) ad format for startups
Go-to-marketJan 30, 2026

#170 The microdrama (serialized shorts) ad format for startups

Microdramas are reshaping brand storytelling as Gen Z seeks attention span-friendly content.

#169 — DTC 2.0: The new landscape
Go-to-marketJan 28, 2026

#169 DTC 2.0: The new landscape

The brands that emerged from the direct-to-consumer 1.0 era are now operating at a much larger scale, and their businesses have evolved accordingly.

#168 — How to close deals with corporate partners
Go-to-marketJan 26, 2026

#168 How to close deals with corporate partners

Founders often think more meetings mean progress, but its real leverage (i.e. alternatives) that move deals forward.

#167 — How to grant equity in a Delaware LLC
StartupsJan 24, 2026

#167 How to grant equity in a Delaware LLC

Many non-US founders launch their startups as LLCs but that initial choice can make granting equity more complex.

#166 — How to enter the Japanese market
Go-to-marketJan 22, 2026

#166 How to enter the Japanese market

Japan is one of the largest global markets for SaaS businesses, yet selling software products there remains little understood.

#165 — Legal structures for LatAm startups
StartupsJan 20, 2026

#165 Legal structures for LatAm startups

Theres confusion around what legal structures make sense for Latin American startups and mistakes can cost millions.

#164 — Board reporting for founders: The essential guide
StartupsJan 18, 2026

#164 Board reporting for founders: The essential guide

Reporting to your board is a critical aspect of running a startup. It's important to understand the reporting process and the best practices for effective communication.

#163 — Launching your DevRel program: 4 steps
Go-to-marketJan 16, 2026

#163 Launching your DevRel program: 4 steps

If you built a developer product, you need a strategy to get developers actually using it. They won't just come.

#162 — User vs. buyer messaging for B2B founders
Go-to-marketJan 14, 2026

#162 User vs. buyer messaging for B2B founders

There is a distinct difference between user and buyer messaging. Founders often conflate the two, which can cost you deals.

#161 — The fundraising calendar
StartupsJan 12, 2026

#161 The fundraising calendar

There is a seasonality to fundraising. When you raise your next round can have as much an impact as vision, product, and team. Don't leave it as an afterthought.

#160 — The Foundation Sprint workshop
PositioningJan 10, 2026

#160 The Foundation Sprint workshop

Clarify your problem, define your unique differentiation, and choose the right strategic pathbefore you build.

#159 — Partner-led growth for startups
Go-to-marketJan 8, 2026

#159 Partner-led growth for startups

Building an audience from scratch is usually unnecessary when partners have spent years earning the trust of your ICP.

#158 — JPM Week for founders
PositioningJan 6, 2026

#158 JPM Week for founders

JPM week is where a year of biotech deals, signals, and serendipity compresses into four days and founders either compound their momentum or get lost in the noise.

2025
#157 — The art and science of bundle pricing
Go-to-marketDec 21, 2025

#157 The art and science of bundle pricing

A successful bundle pricing strategy has the potential to increase revenue and customer reach.

#156 — Podcast ads for startups
Go-to-marketDec 19, 2025

#156 Podcast ads for startups

In a world of skepticism, podcast ads punch above their weight and offer startups a high-trust, high-ROI channel to reach niche audiences who are actually paying attention.

#155 — Media sufficiency for startups
Go-to-marketDec 17, 2025

#155 Media sufficiency for startups

Founders: rather than asking "how much budget do we have?", media sufficiency helps you answer "what is the cost to get the job done effectively?"

#154 — Share of Search (SoS) studies for startups
Go-to-marketDec 15, 2025

#154 Share of Search (SoS) studies for startups

Share of Search (SoS) is widely considered the most accessible predictive metric for market share growth.

#153 — Brand Lift studies for startups
Go-to-marketDec 13, 2025

#153 Brand Lift studies for startups

A brand lift study is a research method used to measure the impact of an advertising campaign on consumer perception and behavior.

#152 — Mistral 3: Model card for founders
AIDec 11, 2025

#152 Mistral 3: Model card for founders

Mixtral's next generation of open multimodal and multilingual AI cover the full deployment spectrum: from laptop to data-center scale.

#151 — Drop strategy decoded: Why scarcity sells
Go-to-marketDec 9, 2025

#151 Drop strategy decoded: Why scarcity sells

Startups are increasingly leaning into exclusivity as the secret ingredient in viral marketing strategies.

#150 — Why "Tumblr-core" marketing matters for startups
Go-to-marketDec 7, 2025

#150 Why "Tumblr-core" marketing matters for startups

Digital nostalgia for 2013-era Tumblr aesthetics signals deeper audience fatigue with performative content.

#149 — The rise of AI strategists
AIDec 5, 2025

#149 The rise of AI strategists

AI strategists are transforming how startups operationalize AI. The need for this specific blend of strategic and applied AI expertise is only growing.

#148 — DeepSeek-V3.2: Model card for founders
AIDec 3, 2025

#148 DeepSeek-V3.2: Model card for founders

DeepSeek-V3.2 closes the performance gap with GPT-5 through better architecture and smarter trainingwhile staying open-source.

#147 — Hit refresh: Why your old content is your best GEO asset
Go-to-marketDec 1, 2025

#147 Hit refresh: Why your old content is your best GEO asset

Mainstream models seem to favor newer content, but refreshing old posts can be a game-changer for technical content.

#146 — Developer content is dead. Long live developer content.
Go-to-marketNov 29, 2025

#146 Developer content is dead. Long live developer content.

As more people utilize generative AI chatbots as a proxy for search, content must work for both SEO and AEO/GEO.

#145 — Events for early-stage startups
Go-to-marketNov 27, 2025

#145 Events for early-stage startups

Though they take time and effort, events are a powerful but often overlooked growth lever for early-stage startups.

#144 — How to position your open-source startup
PositioningNov 25, 2025

#144 How to position your open-source startup

Positioning your open source startup is about more than technical choices, it's about owning your strategy and narrative.

#143 — How to start an open-source startup
StartupsNov 23, 2025

#143 How to start an open-source startup

While fraught with tensions, OSS remains a positive force and a viable way to create and distribute software.

#142 — How to build a predictable sales pipeline
Go-to-marketNov 21, 2025

#142 How to build a predictable sales pipeline

Build a predictable sales pipeline and repeatable closing processes that target your most profitable market segments.

#141 — How to write a good customer case study
PositioningNov 19, 2025

#141 How to write a good customer case study

Have happy customers? Share their successes with leads and prospects to help attract and close new business.

#140 — 3 GTM communication rules for founders
Go-to-marketNov 17, 2025

#140 3 GTM communication rules for founders

Startup communications can be complex, but these rules can help you navigate the process from day one and beyond.

#139 — The do’s and don’ts of founder-led sales
Go-to-marketNov 15, 2025

#139 The dos and donts of founder-led sales

Every early-stage startup inevitably goes through a period of founder-led sales but it can be difficult to know where to start.

#138 — The Morando Method: How technical founders "ship revenue"
Go-to-marketNov 13, 2025

#138 The Morando Method: How technical founders "ship revenue"

The methodology helps technical teams gain structure, speed, and simplicity in the sales process and close their first contracts.

#137 — Navigating founder-led sales
Go-to-marketNov 11, 2025

#137 Navigating founder-led sales

Founders can become top sellers by treating sales like any other problemusing the same first principles thinking that built their products.

#136 — 5 SEM hacks every founder needs
Go-to-marketNov 9, 2025

#136 5 SEM hacks every founder needs

SEM is valuable for young startups because it provides (mostly) cheap yet meaningful insights into your business and customers.

#135 — The 7-step messaging framework
PositioningNov 7, 2025

#135 The 7-step messaging framework

Good messaging is not rocket science. Use this process to make sure your messaging is clear and well articulated.

#134 — PR launch checklist
Go-to-marketNov 5, 2025

#134 PR launch checklist

One of the most common mistakes for early-stage founders is the failure to account for approvals when building their PR assets.

#133 — 7 things to do if your product isn’t taking off
Go-to-marketNov 3, 2025

#133 7 things to do if your product isnt taking off

If your startups product isnt gaining traction, youre not alone. Even the best founders have been where you are.

#132 — How to identify your ideal customer profile (ICP)
Go-to-marketNov 1, 2025

#132 How to identify your ideal customer profile (ICP)

Building for everyone means building for no one. Pinpointing your ideal customer profile (ICP) accelerates traction.

#131 — How to validate your startup idea
Go-to-marketOct 30, 2025

#131 How to validate your startup idea

Nearly half of todays top startups started with an idea that failed. Ideation is cheap; true validation is survival.

#130 — The founder's guide to evals
ProductOct 28, 2025

#130 The founder's guide to evals

Most obsess over prompts and LLM choices, but real product differentiation comes from rigorous, actionable evaluation.

#129 — Choosing your startup's wedge
Go-to-marketOct 26, 2025

#129 Choosing your startup's wedge

Find the entry point where your startup can win, build momentum, and expand. Thats your wedge. Go deep before you go big.

#128 — How successful B2B SaaS companies manage content strategies
Go-to-marketOct 24, 2025

#128 How successful B2B SaaS companies manage content strategies

Content is still one of the most effective, affordable levers for driving B2B SaaS growthbut only with the right strategy.

#127 — Cold Take: Virality is a myth (mostly)
OpinionsOct 22, 2025

#127 Cold Take: Virality is a myth (mostly)

Broadcast diffusion now happens through networks of everyday creators and trusted small communities, not celebrity spotlights.

#126 — How to do linear regression and correlation analysis
ProductOct 20, 2025

#126 How to do linear regression and correlation analysis

Many founders struggle to quickly spot what drives user retention and predict outcomes from product changes.

#125 — Building a B2B sales pitch that wins deals
Go-to-marketOct 18, 2025

#125 Building a B2B sales pitch that wins deals

Your real opponent is indecision, not your competitors. Make it easy, make it safe, and make it clear why they should pick you.

#124 — How successful DevTool companies manage content strategies
Go-to-marketOct 16, 2025

#124 How successful DevTool companies manage content strategies

Build an editorial calendar and manage an effective strategy to increase developer reach and awareness, and drive inbound.

#123 — Land and expand strategies in modern DevTool SaaS
Go-to-marketOct 14, 2025

#123 Land and expand strategies in modern DevTool SaaS

Developer-focused startups need different strategies than traditional top-down enterprise sales.

#122 — How Railway scaled high-touch to support to 1000s of developers
Go-to-marketOct 12, 2025

#122 How Railway scaled high-touch to support to 1000s of developers

If your best customers dont want to talk to sales, make support the bridge to revenue.

#121 — Kimi K2 Thinking: Model card for founders
AIOct 10, 2025

#121 Kimi K2 Thinking: Model card for founders

Kimi K2 Thinking is a breakthrough open-source agent designed for step-by-step tool-using problem solving at scale.

#120 — Choosing distance metrics for vectors in AI
AIOct 8, 2025

#120 Choosing distance metrics for vectors in AI

Searching for an exact match in a database is relatively easy, but finding a similar match (or even defining "similar") is much harder.

#119 — Context engineering
AIOct 6, 2025

#119 Context engineering

As LLMs evolve from chatbots into core business decision engines, the old practice of prompt engineering is quickly gives way to a more comprehensive discipline.

#118 — The Diamond Framework for startup naming
PositioningOct 3, 2025

#118 The Diamond Framework for startup naming

The name is your startups first impressionfor users, investors, future hires. Use this framework to avoid fuzzy brainstorming.

#117 — Creating a content strategy for your startup
PositioningOct 1, 2025

#117 Creating a content strategy for your startup

Create a winning content strategy that actually drives growth and turn content into a compounding growth engine.

#116 — Coca-Cola’s 70/20/10 Formula
Go-to-marketSep 29, 2025

#116 Coca-Colas 70/20/10 Formula

Allocate resources across different types of marketing activities and content creation in a way to optimize what works, pilot whats promising, and bet on the future.

#115 — Code Mode: Your MCP Doesn’t Need 30 Tools
ProductSep 27, 2025

#115 Code Mode: Your MCP Doesnt Need 30 Tools

Today, most AI agents still fumble with "tool call". They're slow, brittle & embarrassingly limited. Code Mode offers a better way.

#114 — Pricing for AI
Go-to-marketAug 30, 2025

#114 Pricing for AI

The rise of AI is reshaping the old rules of tech pricing. Startups are now blending the software and labor marketsselling not just products, but real outcomes.

#113 — The free tier plan
Go-to-marketAug 28, 2025

#113 The free tier plan

For SaaS founders, how you design your free plan can make or break your growthbut its also a trap for the unwary.

#112 — A formula for building effective AI agents
ProductAug 26, 2025

#112 A formula for building effective AI agents

As AI capabilities explode, founders are rushing to build agents for everything. That's a mistake.

#111 — Build-A-Bear’s "Micro-community" social media targeting
Go-to-marketAug 24, 2025

#111 Build-A-Bears "Micro-community" social media targeting

Build-A-Bears strategy of engaging micro-communities has transformed both its customer base and financials.

#110 — Social media for founders
PositioningAug 22, 2025

#110 Social media for founders

Social media is no longer optional for founders. Its where you research audiences, build hype, foster brand affinity, and accelerate organic growth.

#109 — Cold Take: Your North Star is broken if it's just for product
OpinionsAug 20, 2025

#109 Cold Take: Your North Star is broken if it's just for product

For it to be a true engine of sustainable growth, the North Star Framework must extend beyond the product and engineering.

#108 — Glossier's two-stage Community-led Sales (CLS)
Go-to-marketAug 18, 2025

#108 Glossier's two-stage Community-led Sales (CLS)

Glossier pioneered a business model where the customer is not the endpoint, but the revenue engine itself.

#107 — How Palantir (finally) became profitable
Go-to-marketAug 16, 2025

#107 How Palantir (finally) became profitable

Palantir's shift from profit-negative to profit-positive proves that even complex B2B models can achieve durable profitability.

#106 — How to fine-tune an LLM for brand voice consistency and authenticity
PositioningAug 14, 2025

#106 How to fine-tune an LLM for brand voice consistency and authenticity

Your AI content right now probably sounds like everyone else's. Fine-tuning teaches models your unique brand voice.

#105 — The founder's guide to fine-tuning LLMs with Unsloth
ProductAug 12, 2025

#105 The founder's guide to fine-tuning LLMs with Unsloth

Fine-tuning an LLM customizes its behavior, enhances + injects knowledge, and optimizes performance for domains/specific tasks.

#104 — Cold Take: Why MEDDIC/MEDDPICC kills Dev Tool startups
OpinionsAug 10, 2025

#104 Cold Take: Why MEDDIC/MEDDPICC kills Dev Tool startups

Most sales teams do a bunch of low-quality qualification that harm their company's reputation and kill opportunities.

#103 — GPT-OSS: Model card for founders
AIAug 8, 2025

#103 GPT-OSS: Model card for founders

The long-promised open-source models from OpenAI are here, offering startups strong real-world performance at low cost.

#102 — GPT-5: Model card for founders
AIAug 6, 2025

#102 GPT-5: Model card for founders

GPT5 is a significant leap over all OpenAI's previous models, featuring state-of-the-art performance across coding, math, writing, health, visual perception, and more.

#101 — Sanity's dual PLG to Enterprise Sales motion
Go-to-marketingAug 4, 2025

#101 Sanity's dual PLG to Enterprise Sales motion

Sanity's story proves that developer-focused companies can maintain technical credibility while scaling enterprise revenue.

#100 — Sales over PLG: The Retool story
Go-to-marketingAug 2, 2025

#100 Sales over PLG: The Retool story

The era of zero interest rates and free VC money is (mostly) over. Retool's story provides a roadmap for this new age.

#99 — Developer "Marketing"
Go-to-marketingJul 31, 2025

#99 Developer "Marketing"

Developers famously hate being marketed (or sold) to but a strong developer brand is more valuable than ever. So how do you build one without alienating them?

#98 — Cold Take: Stop treating sales reps as your data infrastructure
OpinionsJul 29, 2025

#98 Cold Take: Stop treating sales reps as your data infrastructure

Most startups are hemorrhaging intelligence from customer conversations while burning through runway on manual data entry instead of revenue generation.

#97 — Marketing planning for early-stage technical founders
Go-to-marketJul 27, 2025

#97 Marketing planning for early-stage technical founders

Even in the earliest stages, a marketing plan can help you produce more consistent, better output and grow your business faster.

#96 — Mastra AI Framework (Updated 2026)
ProductJul 25, 2025

#96 Mastra AI Framework (Updated 2026)

Prototype and productionize AI features with a modern TS stack so you can focus on shipping AI features, not boilerplate.

#95 — How to launch your developer tool
Go-to-marketJul 23, 2025

#95 How to launch your developer tool

Founders must wade through a crowded ocean of developer tools. How do you stand out from the crowd on a day when 10 other developer tools might also be launching?

#94 — The developer tools gold rush
Go-to-marketJul 21, 2025

#94 The developer tools gold rush

There are a lot of developer tools out there. Gone are the days of whimsical, growing adoption today is a mad dash of of content production, social comment chains and races to the front of ProductHunt.

#93 — To be open source, or not to be open source, that is the question
Go-to-marketJul 19, 2025

#93 To be open source, or not to be open source, that is the question

There are good reasons to be open source and there are bad reasons. The decision affects everything from product development to community relations to legal exposure.

#92 — Long-tail keywords: Target lower-competition phrases and attract qualified visitors
Go-to-marketJul 17, 2025

#92 Long-tail keywords: Target lower-competition phrases and attract qualified visitors

Discover how long-tail keywords boost SEO by driving targeted traffic and conversions. Learn to identify and use these keywords.

#91 — What is Domain Authority (DA)?
Go-to-marketJul 15, 2025

#91 What is Domain Authority (DA)?

Domain authority (DA) is a scoring system that determines how likely you are to rank in search engine results pages (SERPs).

#90 — Cold Take: Companies are stuck in "AI pilot hell"
OpinionsJul 13, 2025

#90 Cold Take: Companies are stuck in "AI pilot hell"

Enterprises are getting stuck in AI pilot hell. Security, not model performance, is what's stalling adoption.

#89 — Google's Agent2Agent (A2A): Why your AI stack needs to talk
AIJun 29, 2025

#89 Google's Agent2Agent (A2A): Why your AI stack needs to talk

A new AI architecture paradigm is required to orchestrate value in the agentic era. Google's A2A protocol offers a solution.

#88 — The Programmatic Influencer Marketing (pIM) playbook
Go-to-marketJun 27, 2025

#88 The Programmatic Influencer Marketing (pIM) playbook

Instead of ad-hoc one-off collaborations, move to systematic content series over months and many smaller influencers.

#87 — The upgraded Go-to-Market playbook
Go-to-marketJun 25, 2025

#87 The upgraded Go-to-Market playbook

Traditional marketing and growth channels are in a grim state. Theyre crowded. Theyre expensive. And to make matters worst, consumers and businesses are responding less to traditional marketing playbooks as novelty has waned.

#86 — Case Study: Userpilot's $900K Lean ABM playbook
Go-to-marketJun 23, 2025

#86 Case Study: Userpilot's $900K Lean ABM playbook

Ditch the expensive ABM platforms. Userpilot generated a $900K pipeline in 135 days with a $2.5K/month 'Lean ABM' stack.

#85 — What is a Product Marketing Manager?
PositioningJun 21, 2025

#85 What is a Product Marketing Manager?

A no-fluff deep-dive on what a Product Marketing Manager really does and how they're unique from other roles.

#84 — Why MCP is useful: An introduction to MCP for skeptics
AIJun 19, 2025

#84 Why MCP is useful: An introduction to MCP for skeptics

MCP allows communication between LLMs and real-world environments but don't get distracted by the hype or the hate.

#83 — How the APTK Framework turns SEO traffic into paying customers
Go-to-marketJun 17, 2025

#83 How the APTK Framework turns SEO traffic into paying customers

APTK is a content marketing strategy that helps you create content that drives more revenue & traffic from search engines/LLMs.

#82 — LinkedIn Ads best-practices for startups
Go-to-marketJun 15, 2025

#82 LinkedIn Ads best-practices for startups

Should you run LinkedIn Ads? The answer depends on your product-market fit, funnel alignment, and budget.

#81 — Cold Take: Don't go deck-less when pitching investors
OpinionsJun 13, 2025

#81 Cold Take: Don't go deck-less when pitching investors

Yes, I know it's 2025. And yes, you still (probably) need a presentation deck. A deck is more than just a presentation aid.

#80 — Developing a brand strategy for your startup
PositioningJun 11, 2025

#80 Developing a brand strategy for your startup

Startup founders need to build a winning brand strategy that actually drives business results.

#79 — Open-source LLM models vs. closed-source LLM models
ProductJun 9, 2025

#79 Open-source LLM models vs. closed-source LLM models

Open-source AI models are crushing closed-source competitors on cost and performance for everyday business tasks.

#78 — Prompt engineering for programmers
ProductJun 7, 2025

#78 Prompt engineering for programmers

AI coding assistants are essential for startup speed but founders need to invest in learning how to prompt them effectively.

#77 — What is (and isn't) Jobs to be Done?
ProductJun 5, 2025

#77 What is (and isn't) Jobs to be Done?

As Jobs to be Done has exploded in popularity, two main and incompatible interpretations have emerged.

#76 — Optimizing Google Ads Quality Score
Go-to-marketJun 3, 2025

#76 Optimizing Google Ads Quality Score

Don't let bad ads burn your runway. Google Quality Score a direct signal of whether you're speaking your customer's language.

#75 — What is Generative Engine Optimization (GEO)?
Go-to-marketJun 1, 2025

#75 What is Generative Engine Optimization (GEO)?

AI search is exploding proactively optimize your content for direct answers not just links, or risk invisibility in a new era.

#74 — What is App Store Optimization (ASO)?
Go-to-marketMay 30, 2025

#74 What is App Store Optimization (ASO)?

ASO ensures your app ranks higher in relevant searches, which is vital since search is the primary way users find apps.

#73 — Best practices: When should you raise your Series A funding?
StartupsMay 28, 2025

#73 Best practices: When should you raise your Series A funding?

Timing is everything when it comes to raising Series A funding for your startup. Heres how to know if the timing is right.

#72 — Alternatives to venture capital
StartupsMay 26, 2025

#72 Alternatives to venture capital

VC isnt the only path strategically choose funding that matches your timeline, model, and long-term vision to retain control and maximize success.

#71 — Thirteen essential tips for pitching venture capitalists
PositioningMay 24, 2025

#71 Thirteen essential tips for pitching venture capitalists

VCs fund confidence, not just ideasknow your market, your plan, and how they win with you.

#70 — Best practices: How to raise seed money for your startup
StartupsMay 22, 2025

#70 Best practices: How to raise seed money for your startup

Turn your startup idea into a fundable reality with a well-prepared fundraising strategy to secure seed funding.

#69 — How to raise capital for your startup
StartupsMay 20, 2025

#69 How to raise capital for your startup

Secure your startup's future by mastering the complete funding process, from bootstrapping to IPO and beyond.

#68 — What is a visual identity for a brand?
PositioningMay 18, 2025

#68 What is a visual identity for a brand?

Visual identity isn't just pretty designit's a business asset that drives recognition, trust, and revenue for startups.

#67 — How to pick a name for your startup
PositioningMay 16, 2025

#67 How to pick a name for your startup

Choosing a startup name requires a blend of strategic research, creative inspiration, and a gut feeling to ensure it's memorable.

#66 — How to write key messages for a startup
PositioningMay 13, 2025

#66 How to write key messages for a startup

Your key messages, meticulously crafted and validated, are a strategic asset, as critical as your product or your team.

#65 — How to write a positioning statement for your startup
PositioningMay 11, 2025

#65 How to write a positioning statement for your startup

Your startup's positioning guides everything from product decisions to securing investor confidence.

#64 — How to write a mission statement for your startup
PositioningMay 9, 2025

#64 How to write a mission statement for your startup

Founders should treat their mission statement as a condensed strategic document not a slogan.

#63 — How to make a marketing budget for your startup
Go-to-marketMay 7, 2025

#63 How to make a marketing budget for your startup

Don't just budget your marketing spend; treat it as a 'dynamic strategic weapon' that guides your ascent from idea to impact.

#62 — Marketing tactics for startups
Go-to-marketMay 4, 2025

#62 Marketing tactics for startups

Everything from SEO and content marketing to paid advertising and community buildingto effectively drive growth and build a thriving business.

#61 — How to do market research for a startup
PositioningMay 2, 2025

#61 How to do market research for a startup

For startups, a successful marketing strategy depends on understanding the competitors in your space.

#60 — Cap tables for startups explained (+ free cap table template)
StartupsApr 30, 2025

#60 Cap tables for startups explained (+ free cap table template)

A well-managed capitalization table (cap table) is essential for fundraising and strategic decision-making.

#59 — What is a go-to-market strategy?
Go-to-marketApr 27, 2025

#59 What is a go-to-market strategy?

Put new products and services in front of the right people and compel them to engage further.

#58 — Startup Strategy: Creating a winning business plan
PositioningApr 24, 2025

#58 Startup Strategy: Creating a winning business plan

It's not about having a brilliant idea, but about ruthlessly validating *who* needs it and *how* to reach them.

#57 — Determining your market positioning
PositioningApr 22, 2025

#57 Determining your market positioning

Decisively determine your market position to focus resources, differentiate from competitors, and build a stronger product.

#56 — Startup SEO: Cut through the noise
Go-to-marketApr 19, 2025

#56 Startup SEO: Cut through the noise

Ditch generic SEO checklists. Focus on high-intent defensive keywords, niche long-tail searches, and solving real user problems.

#55 — Finding B2B product-market fit (Part II)
ProductApr 16, 2025

#55 Finding B2B product-market fit (Part II)

B2B PMF is a survival game. Master its 5 levelsfrom problem validation to paying customers.

#54 — Structuring B2B Marketplaces
ProductApr 13, 2025

#54 Structuring B2B Marketplaces

Choosing your B2B marketplace structureinternal unit, spinoff, or startupis a critical early decision impacting everything.

#53 — Scalable pricing for SaaS
Go-to-marketApr 11, 2025

#53 Scalable pricing for SaaS

Scalable pricing allows capturing more of the revenue that your customers are willing to pay, without putting off smaller customers that are not able to pay high prices.

#52 — Cold Take: 'No marketing' isn't a badge of honor
OpinionsApr 9, 2025

#52 Cold Take: 'No marketing' isn't a badge of honor

Early-stage founders who boast about 'zero marketing' are revealing dangerous gaps in customer understanding.

#51 — Crisis comms playbooks
PositioningApr 7, 2025

#51 Crisis comms playbooks

The comms before the storm. Dont get ready, stay ready. Because crisis can come when you dont expect it and when it does, there wont be enough time to prepare.

#50 — Leading in uncertain times
PositioningApr 2, 2025

#50 Leading in uncertain times

Economic uncertainty demands a different leadership approach. In times of crisis, how leaders respond defines not just their survival, but their company's future success. The most effective leaders combine push and pull styles, focus on the "4 C's" (Communication, Conviction, Confidence, Calmness), and build trust through competence, integrity, and benevolence.

#49 — Gemini 2.5 Pro
AIMar 27, 2025

#49 Gemini 2.5 Pro

Google's new "thinking model" AI shows impressive reasoning capabilities with a 40-point lead on human preference benchmarks.

#48 — Cold Take: Broad automation trumps R&D acceleration
OpinionsMar 23, 2025

#48 Cold Take: Broad automation trumps R&D acceleration

While institutions focus on AI for research breakthroughs, economic data suggests the real value lies in widespread automation.

#47 — Hunyuan-T1
AIMar 22, 2025

#47 Hunyuan-T1

Tencent unveils Hunyuan-T1, the first ultra-large Mamba-powered AI model that pioneers a new scaling paradigm using reinforcement learning.

#46 — The elements of effective storytelling
PositioningMar 20, 2025

#46 The elements of effective storytelling

Master the five key ingredients of business storytelling to make your pitch memorable.

#45 — Orpheus
AIMar 19, 2025

#45 Orpheus

Canopy Labs releases Orpheus, a breakthrough family of open-source speech-LLMs that deliver human-level voice generation with emotional intelligence.

#44 — How "Reverse RAG" eliminates healthcare hallucinations
ProductMar 15, 2025

#44 How "Reverse RAG" eliminates healthcare hallucinations

Mayo Clinic's innovative "Reverse RAG" approach nearly eliminates AI hallucinations in healthcare.

#43 — Claude 3.7 Sonnet and Claude Code
AIMar 8, 2025

#43 Claude 3.7 Sonnet and Claude Code

Anthropic launches Claude 3.7 Sonnet and Claude Code.

#42 — Cold Take: Good AI strategy beats good funding
OpinionsMar 5, 2025

#42 Cold Take: Good AI strategy beats good funding

While tech giants pour billions into AI, nimble startups are finding strategic advantages through counter-positioning.

#41 — Cold Take: PLG isn't right for most early-stage startups
OpinionsFeb 27, 2025

#41 Cold Take: PLG isn't right for most early-stage startups

Founders are rushing to PLG too early, missing the crucial feedback loop that only comes from direct customer engagement.

#40 — Writing landing page copy that converts
PositioningFeb 20, 2025

#40 Writing landing page copy that converts

Write copy that delights visitors, persuades prospects, and wins customers.

#39 — Your first 10 B2B customers (Part II)
Go-to-marketJan 27, 2025

#39 Your first 10 B2B customers (Part II)

The best way to find your first customers is to email (or LinkedIn DM) them. Sourcing customers directly gives you better results.

#38 — Best funding options for startups (2025)
StartupsJan 5, 2025

#38 Best funding options for startups (2025)

Explore funding sources, tips on preparing for funding conversations, and common mistakes to avoid.

2024
#37 — Your first B2C customers (Marketplace Edition)
Go-to-marketDec 21, 2024

#37 Your first B2C customers (Marketplace Edition)

New marketplace platforms face a chicken-and-egg problem. Research on Uber, Airbnb, and Etsy shows the winning formula.

#36 — 4 principles for building truly useful AI products
ProductDec 9, 2024

#36 4 principles for building truly useful AI products

As AI models evolve at breakneck speed, founders need a new playbook.

#35 — The rise of GTM Engineering
Go-to-marketNov 24, 2024

#35 The rise of GTM Engineering

GTM engineers are emerging as critical roles in SaaS companies, combining technical skills with business acumen to build scalable growth systems.

#34 — The 4 fits you need to build a $100M+ revenue product
Go-to-marketNov 7, 2024

#34 The 4 fits you need to build a $100M+ revenue product

Most founders focus on product-market fit, but building a $100M+ revenue business requires aligning four critical fits.

#33 — Cold Take: Nontechnical SaaS founders need a CMO before a CTO
OpinionsOct 30, 2024

#33 Cold Take: Nontechnical SaaS founders need a CMO before a CTO

Marketing co-founders often outperform technical ones for early success in today's SaaS landscape.

#32 — Case Study: WarpStream's engineering sales pipelines that replaces SDRs
Go-to-marketOct 8, 2024

#32 Case Study: WarpStream's engineering sales pipelines that replaces SDRs

A practical look at how WarpStream built an automated pipelines instead of hiring SDRs.

#31 — Custom affiliate marketing systems: the forgotten channel
Go-to-marketSep 20, 2024

#31 Custom affiliate marketing systems: the forgotten channel

Custom affiliate systems are emerging as critical growth engines for startups seeking sustainable acquisition channels.

#30 — o1
AISep 18, 2024

#30 o1

The reasoning revolution: OpenAI's "o1" could transform how founders approach AI integration.

#29 — Cold Take: Sales prospecting is an engineering problem
OpinionsSep 10, 2024

#29 Cold Take: Sales prospecting is an engineering problem

Founders are replacing traditional SDR teams with automated prospecting pipelines, turning sales development into engineering.

#28 — Cold Take: Don't price your enterprise product until you have to
OpinionsAug 13, 2024

#28 Cold Take: Don't price your enterprise product until you have to

Good pricing is about figuring out what your concrete value is to an organization: don't rush it.

#27 — The Programmatic Outbound (pOutbound) playbook
Go-to-marketJul 31, 2024

#27 The Programmatic Outbound (pOutbound) playbook

How to built a programmatic outbound engine that generated pipeline with zero SDRs and minimal budget.

#26 — How to pitch angel investors
PositioningJul 5, 2024

#26 How to pitch angel investors

Angel investors fund 1,000+ startups annually with nearly $1B in capital. Learn how to secure angel investment.

#25 — Your first 10 B2B customers
Go-to-marketJul 4, 2024

#25 Your first 10 B2B customers

Scrappily start your sales process by identifying, approaching, and converting prospects into customers one at a time.

#24 — Cold Take: You're going to fail your first pilot, and that's okay
OpinionsJun 17, 2024

#24 Cold Take: You're going to fail your first pilot, and that's okay

Most startups fail their first pilot, but successful founders use these early setbacks to gather critical feedback.

#23 — What investors actually want from your early-stage startup pitch
PositioningJun 11, 2024

#23 What investors actually want from your early-stage startup pitch

Tell your companys story more effectively, including specific details that matter to investors.

#22 — Effective survey design for startups
ProductMay 21, 2024

#22 Effective survey design for startups

Write surveys that engage users, boost your brand, and deliver insights.

#21 — Llama 3
AIApr 24, 2024

#21 Llama 3

Meta drops Llama 3, startup founders take notice.

#20 — 7 Powers
ProductApr 15, 2024

#20 7 Powers

What's your moat? Hamilton Helmer's framework identifies 7 strategic advantages that create enduring business value.

#19 — Finding B2B product-market fit through the 5 P's
ProductApr 9, 2024

#19 Finding B2B product-market fit through the 5 P's

Most B2B startups fail to find product-market fit, but a framework of 5 P's can dramatically increase success rates.

#18 — The Programmatic SEO (pSEO) playbook
Go-to-marketMar 30, 2024

#18 The Programmatic SEO (pSEO) playbook

The untapped growth lever helping startups like TripAdvisor and Zapier capture millions of search queries with minimal resources.

#17 — Claude 3
AIMar 20, 2024

#17 Claude 3

Anthropic unveils Claude 3 suite, challenging GPT-4's market dominance.

#16 — How to create subscription tiers that work
Go-to-marketFeb 19, 2024

#16 How to create subscription tiers that work

Learn how to structure tiers that maximize revenue, align with customer value, and create clear upgrade paths for growth.

#15 — Pricing SaaS
Go-to-marketFeb 6, 2024

#15 Pricing SaaS

How to approach pricing and packaging a low-touch SaaS product.

#14 — SaaS: In a nutshell
Go-to-marketJan 30, 2024

#14 SaaS: In a nutshell

Understand why SaaS businesses work and how to grow them.

#13 — ChatGPT 4 prompt engineering for founders
AIJan 24, 2024

#13 ChatGPT 4 prompt engineering for founders

Master GPT-4's latest capabilities to build smarter products, automate workflows, and gain competitive advantage.

#12 — Crafting your fundraising pitch
PositioningJan 9, 2024

#12 Crafting your fundraising pitch

First, nobody starts a company because they love fundraising. Second, your startup may not yet generate revenue but it must generate convinction.

#11 — Managing a board of directors
PositioningJan 1, 2024

#11 Managing a board of directors

Board management isn't just governance. Here's how top founders maintain transparency, build trust, and channel investor expertise to accelerate growth.

2023
#10 — The three-hour Brand Sprint
PositioningDec 18, 2023

#10 The three-hour Brand Sprint

Google Ventures' Brand Sprint condenses essential branding exercises into a three-hour workshop.

#9 — Copywriting formulas
PositioningDec 3, 2023

#9 Copywriting formulas

11 proven copywriting formulas that help founders craft compelling messages, drive engagement, and convert followers.

#8 — A Survey of Techniques for Maximizing LLM Performance
AINov 30, 2023

#8 A Survey of Techniques for Maximizing LLM Performance

A practical guide to optimizing LLM performance.

#7 — Working with models
AINov 29, 2023

#7 Working with models

AI startups face critical decisions on LLM integration, migration, versioning, and sizing that can determine success or failure.

#6 — Tuning and Optimizing Workflows
AINov 15, 2023

#6 Tuning and Optimizing Workflows

Move beyond basic prompting to deliver more reliable AI products at lower costs.

#5 — Information Retrieval / RAG
AINov 8, 2023

#5 Information Retrieval / RAG

RAG systems outperform finetuning for knowledge integration, offering startups faster updates and lower costs.

#4 — Prompting engineering: The Basics
ProductNov 1, 2023

#4 Prompting engineering: The Basics

Five evidence-backed prompt engineering techniques that deliver 80% of the value at 20% of the effort for AI-powered startups.

#3 — Your first 100 B2C customers
Go-to-marketOct 14, 2023

#3 Your first 100 B2C customers

Why smart founders focus on making 100 people love their product rather than millions who merely like it.

#2 — Unlock customer insights with Jobs To Be Done
ProductOct 12, 2023

#2 Unlock customer insights with Jobs To Be Done

JTBD helps founders understand why customers really buy products, leading to better product decisions.

#1 — Positioning 101
PositioningOct 3, 2023

#1 Positioning 101

Strategic positioning is the difference between market leadership and obscurity.

#0 — Introducing Field⸻Notes
OpinionsOct 1, 2023

#0 Introducing FieldNotes

Founders have a hard job. The stakes have never been higher. AI is transforming every industry and unlocking unprecedented opportunities, but the competition is stiff (and well funded). These are notes from our team, who has decades of experience finding the right positioning, product direction, and go-to-market strategy for world-class startups. We hope they help. Good luck out there.

more than just words|

We're here to help you grow better at every stage of the climb.

let's go to market

Whether you're finding problem-market fit, refining your positioning, shipping product, or scaling go-to-market we're built for every stage of the journey.