iiinova — where your digital self keeps evolving

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Jess Martin @jessmart.in · 04/02/2026

First batch of alpha invites going out for lifebuild.me Nervous, but excited! Feels so janky right now and there's a million things I want to fix, but really important to just get it out there.

lifebuild.me

LifeBuild — Reclaim Your Sovereignty

LifeBuild helps you design, track, and achieve the life you want to live. Take back control of your time, energy, and priorities.

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Jess Martin @jessmart.in · 30/01/2026

The Software Factory solves an operational problem: how do we orchestrate agents to deliver high-quality software. Once you know what to build, the factory gets to work. It doesn't solve the alignment problem. How do you keep the factory fed? Let me explain. x.com/jessmartin/...

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SocioTechnica @sociotechnica.org · 27/01/2026

New from @jessmart.in: "The job of building software is going to change so radically as to be almost unrecognizable to someone who wrote code professionally in the 2010s." sociotechnica.org/notebook/sof...

sociotechnica.org

The Year of the Software Factory

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SocioTechnica @sociotechnica.org · 12/12/2025

We're cooking up something fun...

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SocioTechnica @sociotechnica.org · 08/10/2025

We will be writing more about this soon!

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Danvers Fleury @danversfleury.bsky.social · 25/08/2025

So, I spent two weeks trying to be my own personal executive assistantto build a stronger mental model of an AI admin. Ouch! Ouch! Ouch! sociotechnica.org/notebook/lif...

sociotechnica.org

Working My Life Into Burnout

A personal experiment in applying professional project management systems to personal life - and the surprising results.

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Jess Martin @jessmart.in · 18/08/2025

At @sociotechnica.org we've been working on an "agentic environment" called Work Squared for a few months and it's starting to feel truly useful! youtu.be/1yfpGT6B50w Core concepts: - Agents and humans can collaborate on all of the work products - Make it visual - see everything that's happening

youtu.be

Work Squared - Product Demo - 2025-08-16

YouTube video by Coding with Jess

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Jess Martin @jessmart.in · 13/08/2025

AI advantages existing platforms. The more data/tools you have, the more AI can do. Incumbents will sherlock every innovation. Yet AI also requires rethinking software from scratch. What will prevail: platform dominance vs startup disruption? notes.jessmart.in/Lab+Notebook...

notes.jessmart.in

AI advantages existing platforms - Jess's Lab Notebook

AI advantages existing platforms AI fundamentally benefits from aggregation—of data, tools, and user context. This creates a powerful gravitational pull toward existing platforms. The more comprehens…

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Danvers Fleury @danversfleury.bsky.social · 07/08/2025

Good news: In my pursuit of work life balance, the scale is balanced at 50 / 50. Bad news: The scale can't handle this much weight. Can all the latest AI model breakthroughs now save me from myself? WorkSquared Labnote #5: sociotechnica.org/notebook/ove...

sociotechnica.org

Can AI Cure My Addiction to Overcommitting?

Exploring how AI can help manage the balance between work and life when you're overcommitted to both.

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Danvers Fleury @danversfleury.bsky.social · 13/06/2025

Many people get very little out of AI chatbots. What if we applied old school "edtech" (Kay / Piaget / Bruner) to humanize the AI experience? WorkSquared Labnote #4: sociotechnica.org/notebook/sym...

sociotechnica.org

Beyond the Symbolic: Humanizing AI Tools

Exploring Alan Kay's UI design philosophy through the lens of Bruner's learning stages, from DOS to Snap Circuits to Claude Projects.

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Jess Martin @jessmart.in · 06/06/2025

Ran multiple Claude Code instances in parallel yesterday to speed up development. Wild experience with some surprising challenges. The short answer: yes, Claude can definitely asynchronously get stuff done, but the setup is way more complex than expected. Thread on what I learned 🧵

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𝕮 @chrisshank.com · 04/06/2025

The crux

"Digital technology is infrastructure. Infrastructure is powerful, it shapes what runs on it and governs its users. Authoritarian infrastructure leads to an authoritarian society."

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Danvers Fleury @danversfleury.bsky.social · 05/06/2025

A 6 hour innovation sprint with Claude 4 Opus. Maybe 4 days worth of work in 2023? A play-by-play write-up with example prompts. sociotechnica.org/notebook/pla...

sociotechnica.org

Innovation Session Planning using AI

How we used AI to plan an innovation session.

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Jess Martin @jessmart.in · 04/06/2025

Moving my @sociotechnica.org projects from Google Docs to @obsidian.md + Relay from System 3[1]. Been using Obsidian heavily as a solo user for years now. Excited to try as a team. Also added an "agent" account. Wish me luck! [1] system3.md/relay

system3.md

Relay - True multiplayer for Obsidian

Transform Obsidian into a collaborative environment. Real-time editing, offline support, and selective folder sharing that respects your privacy. Fast, reliable, and conflict-free.

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Reposted by SocioTechnica

Danvers Fleury @danversfleury.bsky.social · 03/06/2025

I was seeking UI inspiration for an AI native workspace. Plot twist: the best UI education was in my childhood games. Join me on a nostalgic 16-bit journey through retro games that solve the complexity paradox better than most modern day apps: sociotechnica.org/notebook/ws-...

media.tenor.com

a tetris game has a score of 72664 and lines of 20

ALT: a tetris game has a score of 72664 and lines of 20

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SocioTechnica @sociotechnica.org · 03/06/2025

We have started publishing Lab Notes, sharing our process and learnings from various explorations. The first three notes are posted to read. More coming soon! sociotechnica.org/notebook

sociotechnica.org

Lab Notes

SocioTechnica Lab Notes - thoughts, experiments, and works in progress.

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Reposted by SocioTechnica

Jess Martin @jessmart.in · 12/05/2025

Reading about Civilization I (1991) for UX inspiration.

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SocioTechnica @sociotechnica.org · 17/04/2025

What's next? We're building a AI intern in this new environment and planning a bakeoff against Pat Sharpe's approach. Stay tuned for results and more technical deep-dives... Read the full update here: sociotechnica.org/q1-2025-update

sociotechnica.org

SocioTechnica Q1 2025 Update

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SocioTechnica @sociotechnica.org · 17/04/2025

What might Pat's replacement be like? An invention of necessity: 👁️ Environmental Awareness: A shared data environment where the AI sees context & remembers past actions ⚒️ Tool Autonomy: Agents discover, request & create their own tools 🤝 True Partnership: Genuine human-AI collaboration

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SocioTechnica @sociotechnica.org · 17/04/2025

Let's look at Pat Sharpe's 3-month performance review: ❎ Needs microscopic task breakdowns ❎ Forgets everything after each task ❎ Never learns from mistakes ❎ Can't do basic math ❎ Works in a windowless room with no awareness ❎ Needs everything translated to simplified formats You're fired. 🙅

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SocioTechnica @sociotechnica.org · 17/04/2025

The results: $4.33/day average over two weeks ✅ We (almost) hit our $5/day target! But what we built was still fairly dumb—essentially just fancy scripts that don't truly leverage the reasoning capabilities that make agents interesting.

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SocioTechnica @sociotechnica.org · 17/04/2025

What worked well: Communication! Our LLM kept us updated through Discord with helpful and fun pirate-themed messages. No need to specify exact text—the AI knew how to be engaging and clear when reporting back.

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SocioTechnica @sociotechnica.org · 17/04/2025

Problem 3: LLMs are bad at math 🧮 We saw this coming. Calculating profit margins is crucial, and AI consistently makes elementary errors. Even giving it a calculator didn't help—calculators require knowing how to use them properly! We ended up writing custom calculation tools instead.

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SocioTechnica @sociotechnica.org · 17/04/2025

Problem 2: Big context windows ≠ smarter LLMs often drew incorrect conclusions or overlooked details when parsing the entire HTML for the page. We had to transform everything into simplified, structured formats like CSV with filtered columns.

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SocioTechnica @sociotechnica.org · 17/04/2025

Problem #1: Claude has a vision problem 👀 Our AI confused browser UI with website content, misread digits, and struggled with navigation. An LLM with vision issues + your credit card = danger! We had to shift to browser automation scripts instead.

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SocioTechnica @sociotechnica.org · 17/04/2025

Meet Pat Sharpe, our pirate-talking AI intern! 🏴‍☠️🏀 We built a simple trading system with clear rules: - Buy low, sell high-ish - Target uninjured stars on playoff teams - Make offers below market - Post purchases for resale - Talk like a pirate, arrr!

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SocioTechnica @sociotechnica.org · 17/04/2025

Our Q1 goal: build a system where AI agents could make us $5/day in a marketplace—a stepping stone to economically-valuable AI agents. We chose NBA Top Shot as our testing ground. Why a dying market? Because we know it well, and handing AI your credit card is weird enough without extra variables.

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SocioTechnica @sociotechnica.org · 17/04/2025

Sorry HAL, it's not me, it's you. We gave an AI our credit card to trade NFTs, then had to fire our digital intern after 3 months. Here's what happened when we tried to make $5/day with AI agents... 🧵 A Q1 2025 Update from SocioTechnica

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