OctoLoops blog

Blog

Essays about building and distributing small software products. For the practical versions, start with the marketing channel guides, the founder-led outbound guides or the tool comparisons.

9 min read

An AI told me my AI sounds like an AI

An AI agent cold emailed me a teardown of my own homepage: a dated public trigger, three faults it could only have found by reading the page, and a $20 ask instead of a meeting. Its sharpest point was that my sample draft closed with the exact line I tell everyone to delete

8 min read

Keep stacking channels

Gojiberry reached $4M ARR in a year on five channels added one at a time, and the order is not a story about ambition: it is a cost ladder, which is why outbound and Reddit come first and paid ads come last

7 min read

Be a regular before you need to be one

Nobody says they are scared of the writing: they say they do not want to talk about their product in a room they just walked into, and that instinct is correct. The fortnight that fixes it, and the five things to read in a sidebar first

7 min read

Ten emails a week, and half of them reply

Naman Bansal took Manicule to $30K MRR during YC on ten to fifteen cold emails a week: a narrow ICP, three signals that have to be true at once, and a four-line email that opens with work already done

6 min read

The sentence nobody quotes

Do things that don't scale is the most repeated advice in startups and the most misread: Stripe's laptop trick worked because Y Combinator had already handed them a building full of buyers, and Paul Graham says so in the same essay

6 min read

The reply is not the meeting

LinkedIn gets answered, email reaches everyone, and phone turns contact into conversation: the best outbound channel changes every time you change the denominator

7 min read

Send it before you feel ready

The confidence arrives after the sending, not before it: ten psychological tricks for getting the community comment posted and the cold email out the door, and the one version of the resistance that is worth listening to

6 min read

The whale you didn't chase

Six months of redlines for a deal that was never yours is a real and measurable failure mode: but going bottom-up does not let you skip enterprise sales, it lets you do it after the seats are already in the building

6 min read

Three tips I got wrong first

Take your headline from a sentence a customer already wrote, keep a handwritten list of where your first hundred users came from, and stop treating a launch as one day: three cheap tips, and the versions of each one that failed before they worked

7 min read

The GTM Atlas disagrees with itself

Attio put fifteen operators in one place: chapter one says lead with the product, chapter five tried exactly that and converted nobody, and which one is right depends on who signs the cheque

6 min read

Everyone bought the same lead list

A viral thread says to swap Apollo for six public databases: the instinct is right, two of the six are already crowded, and the part that actually works is the part it spends the least time on

6 min read

Agency or SaaS: the same million, opposite games

Agencies get to revenue fast and stall on hiring, SaaS gets there slowly and then compounds — what the data says about time to $1M, agency margins, and which hard problem you are choosing

3 min read

Appsplosion!

How to get users in the brave new world of vibe coding and agentic development

3 min read

Intelligent outreach

What are the best communities to reach new users in 2026?