Timeline
Brief snapshots of ideas, tools, and resources in my daily explorations that I find valuable enough to document
2025
August
Teresa Torres's AI Evals
Product Evals have been a popular topic on twitter- and it’s mostly from Hamel and Shreya marketing their Maven course- so i wasn’t surprised that …
Rightjoin's first user from 2 years back resubscribes
Seeing an early customer come back after two years is one of the most validating moments for a solo founder.
Yesterday, one of my first users from the rightjoin …
Talentprism feature update
TalentPrism is an AI-powered candidate engagement platform that creates a compounding data flywheel for recruitment agencies. Rather than requiring deep ATS …
July
Persistence
Saw this line on Projection Lab’s HN post after reading 1M ARR <3
There are loads of people out there smarter than me.
The willingness to doggedly show …
May
Choosing priorities
It becomes apparent once you have kids that you don’t have time for everything you want to do - something I took for granted in my 20s.
It took me almost …
Signed up Kwindla's Voice AI course
A lot of the material seems to be an overlap with the excellent Voice AI and Voice Agents that they released a while back. Fwiw, the guide itself is great …
April
Relatable AI Companions
I am listening to an Every podcast with the founders of Tolans - an AI alien that users interact with to discuss…life. This is a hard AI engineering …
Venture hypothesis test
Venture Hypothesis Test for your Business Idea Develop a clear venture hypothesis to help distil your idea into a business.
lossfunk slides RightJoin AI Venture …
March
The Great Marketing Hurdle
That’s some tweets from Danny Postma and just throwing my thoughts into this note.
People hate marketing sales so much that just talking about your …
Idea - Synthetic Surveys
So this idea’s been bouncing around in my head for a while - just got sparked again watching Every’s latest video about this product Valley that …
AI Engineering Evals 101
Look at your data.
Create a data annotation interface to add free-form notes. this forces you to get close to the data Annotate until you feel you’re not …
Idea- AI to prompt humans
Some verison of this has been rattling around in my head for a while.
AI is a great sparring partner, better than a one-sided internal monologue and …
Businesses in the AI era
Some thoughts sparked listening to the SIP podcast with Andrew Wilkinson.
building an arbirtage mindset
one idea shared was to use v0 or lovable to build …
Spatial llm are here
this one caught my attention. the applications in civil engineering and architecture (my background) are immense. tagging this note from the the AINews …
Strategy 101
Writing is peak into one’s mind. This is a level of clarity of thought I aspire to.
By Paras Chopra, …
paras chopra's book reread list
I usually keep a note of reasources recommended by someone if it seemed interesting, but later forget who recommended it & why. This context is part of the …
Company Snapshot Framework
From ‘How will you measure your life’ by Clayton Christensen
An accurate snapshot of a company at any given time can be captured using capabilities, …
Exploring MCP
“MCP is an open protocol that standardizes how applications provide context to LLMs”
The user workflow in the MCP world is a good UX primitive to …
PG to kick off the timeline
Let’s kick this off with a PG essay, why not!
2024
July
Distribution Over Product
Competitors with inferior products would always do more revenue than me.
It made me mad.
Then I realised, good products are useless if you don’t focus on …
April
Embracing Discomfort
STOP LIMITING YOURSELF
It’s 2025, everyone can get rich. Anyone can:
start a YouTube channel build an audience on X, TikTok, FB, Reddit… learn new …
2023
December
Stop Overthinking
One pattern I’ve noticed in all miserable people:
They overthink and underact.
Source: Twitter
True test of intelligence
The one true test of intelligence is getting what you want out of life. And there are 2 parts to that:
Getting what you want Knowing what you want in the first …
July
The Journey is the Destination
Once you stop attaching your identity with outcomes, the journey becomes insanely enjoyable. This is because if you don’t care about where you …