Why the ZIRP era ruined software architecture

Hi friends, I'm excited to kick off a series of posts on the latest best practices in software architecture. To begin, let's delve into a brief history of how things have evolved over the past 10 years

  • Software architecture

Keep reading

Enterprise AI

Business workflow automation and the zero cost of software

Business workflow automation is the dev-tools of business domain just like we had a whole developer tool stack of SaaS serving tech companies. Unfortunately this time, this stack itself will not hold any value since the cost of developing software has gone to zero. So where is the value? It will continue to be in human ingenuity and understanding of how other humans tick. Our economy is based on a barter system of solving each other's problems. Now that the solving of a lot of those will be done by AI, the value shifts to knowing what to solve and finding the people with those problems.

Models and research

OpenAI models disprove the Exponential Time Hypothesis

OpenAI models prove that Exponential Time hypothesis is false! This longstanding conjecture was widely considered to be true, but turns out to be false! This was a central problem in computational complexity of Boolean formula satisfiability, a problem deeply related to the P vs. NP problem. My mental model of current AI research is that we will soon solve all the incremental problems that are at the horizon of the next couple of decades but compressed in the next few years. However, we will hit a ceiling with current techniques and will require fundamentally new breakthroughs to get to the next level (eg actually solving P vs NP or the Continuum Hypothesis)... openai.com/index/building-scientific-understanding-…

Coding agentsPlank

Plank x SignalFire AI CTO show and tell with 15 CTOs

We recently ran a super fun Plank x SignalFire AI CTO Show & Tell session with 15 CTOs from fast-growing AI startups. I screen-shared my dev setup/harness for running 50 concurrent agents and Austin Wang shared how he burns 20 billion tokens/day building cmux! Link to my detailed session notes + artifacts in comments. Also, if you’re interested in joining one of our upcoming Plank AI CTO roundtable sessions, DM me!

AI agents

The interface will decide the AI personal assistant race

It's an interesting time with people experimenting with the UI of human-computer interaction with the advent of AI. The Fo AI personal agent from Shivani Poddar and Wajo AI is using phone calls and audio as the primary interface - an interesting design choice they have is to give the agent it's own identity vs masquerading as the user. Muse from Meta is taking an approach to be text-chat first - I imagine they will want this to live inside WhatsApp and Instagram chats and comments in the future. Dots from OpenAI is going down the super app approach - living as a tab within the ChatGPT interface. And then you have interfaces that are pushing the boundary like alterego from Arnav Kapur which has a POC of a non-invasive brain wave reading device. I believe that having the right interface will be the key to succeed in building the AI-native personal digital assistant. No-one has figured this out, so the game is still on!