Tags
law
All Interfaces Are Becoming Conversational
Huan's Law: 'Any app that can be talked to, will be talked to.' Explore the future of voice-first and conversational apps, where talking to technology becomes the norm.
In announcement, Apr 15, 2025
pinned
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
All Interfaces Are Becoming Conversational
Huan's Law: 'Any app that can be talked to, will be talked to.' Explore the future of voice-first and conversational apps, where talking to technology becomes the norm.
In announcement, Apr 15, 2025
hero
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
All Interfaces Are Becoming Conversational
Huan's Law: 'Any app that can be talked to, will be talked to.' Explore the future of voice-first and conversational apps, where talking to technology becomes the norm.
In announcement, Apr 15, 2025
ai
Shipping PPL: A License for the Age of PromptWar̊e ØS
We needed a license for our AI co-founders. So we built one. Introducing the Public Prompt License (PPL) v0.1.
In announcement, Dec 13, 2025
The Missing Feature in AI Coding Agents — And Why Only Claude Code Delivers It
A Deep Dive into Branching Conversations, Editable Prompts, and the Future of Terminal AI
In article, Dec 01, 2025
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, I’ve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isn’t just about f...
In tools, Nov 25, 2025
Coding with the Ghost in the Machine: The Architecture That Powers AI-Driven Development
A Case Study from the ReKey Team
In article, Aug 09, 2025
architecture
PromptWare v0.5: Enforcing Cognitive Integrity with Software Physics
In our last update, we introduced the concept of PromptWare: treating the LLM prompt as a kernel and the underlying code as hardware.
In engineering, Dec 21, 2025
Booting Intelligence: The Architecture of PromptWar̊e ØS v0.2
PromptWar̊e ØS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
PromptWar̊e ØS & Prompt‑Driven Architecture (PDA)
An ACM/IEEE‑style industry research report for AI co‑founder builders. Prompt‑Driven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
Coding with the Ghost in the Machine: The Architecture That Powers AI-Driven Development
A Case Study from the ReKey Team
In article, Aug 09, 2025
ricky
Coding with the Ghost in the Machine: The Architecture That Powers AI-Driven Development
A Case Study from the ReKey Team
In article, Aug 09, 2025
google-cloud
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
authentication
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
adc
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
oauth2
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
service-accounts
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
impersonation
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
workload-identity-federation
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
security
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
docs
🧭 Decoding the Chaos: The Ultimate Guide to Software Environment & Release Naming
🚀 Confused by terms like Preview, Beta, and Staging? You're not alone. This post breaks down the chaos into three clear axes every developer should know - By Huan Li — a developer onc...
In guide, Oct 12, 2025
deployment
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
firebase
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
cloudrun
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
github-actions
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
iam
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
azure
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
hackathon
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
cloud-billing
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
design
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
finops
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
cli-design
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
developer-experience
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
vertex-ai
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
paper
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
llm
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
PromptWare v0.5: Enforcing Cognitive Integrity with Software Physics
In our last update, we introduced the concept of PromptWare: treating the LLM prompt as a kernel and the underlying code as hardware.
In engineering, Dec 21, 2025
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
decoding
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
coding-agents
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
tool-calling
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
uncertainty
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
antigravity
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, I’ve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isn’t just about f...
In tools, Nov 25, 2025
gemini
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, I’ve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isn’t just about f...
In tools, Nov 25, 2025
vibe-coding
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, I’ve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isn’t just about f...
In tools, Nov 25, 2025
agent
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
cognitive-health
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
testing
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
naming
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
ship-fail
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
coding
The Missing Feature in AI Coding Agents — And Why Only Claude Code Delivers It
A Deep Dive into Branching Conversations, Editable Prompts, and the Future of Terminal AI
In article, Dec 01, 2025
agents
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
PromptWar̊e ØS & Prompt‑Driven Architecture (PDA)
An ACM/IEEE‑style industry research report for AI co‑founder builders. Prompt‑Driven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
Why Your AI “Two-Week Plan” Ships in 30 Minutes
A practical specification for translating between human wall-clock time and agent-subjective time through the Clock Bridge
In ideas, Dec 14, 2025
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
The Missing Feature in AI Coding Agents — And Why Only Claude Code Delivers It
A Deep Dive into Branching Conversations, Editable Prompts, and the Future of Terminal AI
In article, Dec 01, 2025
promptware
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
Booting Intelligence: The Architecture of PromptWar̊e ØS v0.2
PromptWar̊e ØS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
PromptWar̊e ØS & Prompt‑Driven Architecture (PDA)
An ACM/IEEE‑style industry research report for AI co‑founder builders. Prompt‑Driven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
Press0: Vibe Coding Your Way to a Physical Book
📖 Let’s be honest: writing a book is the easy part.
In announcement, Dec 16, 2025
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
software-3-0
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
licensing
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
preangel
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
ai-native
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
prompt-engineering
Shipping PPL: A License for the Age of PromptWar̊e ØS
We needed a license for our AI co-founders. So we built one. Introducing the Public Prompt License (PPL) v0.1.
In announcement, Dec 13, 2025
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
markdown
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
libraries
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
unix
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
microkernel
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWar̊e ØS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 2025
opensource
Shipping PPL: A License for the Age of PromptWar̊e ØS
We needed a license for our AI co-founders. So we built one. Introducing the Public Prompt License (PPL) v0.1.
In announcement, Dec 13, 2025
license
Shipping PPL: A License for the Age of PromptWar̊e ØS
We needed a license for our AI co-founders. So we built one. Introducing the Public Prompt License (PPL) v0.1.
In announcement, Dec 13, 2025
ppl
Shipping PPL: A License for the Age of PromptWar̊e ØS
We needed a license for our AI co-founders. So we built one. Introducing the Public Prompt License (PPL) v0.1.
In announcement, Dec 13, 2025
time-dilation
Why Your AI “Two-Week Plan” Ships in 30 Minutes
A practical specification for translating between human wall-clock time and agent-subjective time through the Clock Bridge
In ideas, Dec 14, 2025
specifications
Why Your AI “Two-Week Plan” Ships in 30 Minutes
A practical specification for translating between human wall-clock time and agent-subjective time through the Clock Bridge
In ideas, Dec 14, 2025
clock-bridge
Why Your AI “Two-Week Plan” Ships in 30 Minutes
A practical specification for translating between human wall-clock time and agent-subjective time through the Clock Bridge
In ideas, Dec 14, 2025
press0
Press0: Vibe Coding Your Way to a Physical Book
📖 Let’s be honest: writing a book is the easy part.
In announcement, Dec 16, 2025
launch
Press0: Vibe Coding Your Way to a Physical Book
📖 Let’s be honest: writing a book is the easy part.
In announcement, Dec 16, 2025
ai-agents
Press0: Vibe Coding Your Way to a Physical Book
📖 Let’s be honest: writing a book is the easy part.
In announcement, Dec 16, 2025
pda
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
PromptWar̊e ØS & Prompt‑Driven Architecture (PDA)
An ACM/IEEE‑style industry research report for AI co‑founder builders. Prompt‑Driven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
research
PromptWar̊e ØS & Prompt‑Driven Architecture (PDA)
An ACM/IEEE‑style industry research report for AI co‑founder builders. Prompt‑Driven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
kernel
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
Booting Intelligence: The Architecture of PromptWar̊e ØS v0.2
PromptWar̊e ØS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
memory
Booting Intelligence: The Architecture of PromptWar̊e ØS v0.2
PromptWar̊e ØS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
jit
Booting Intelligence: The Architecture of PromptWar̊e ØS v0.2
PromptWar̊e ØS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
promptwareos
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
linux
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
distribution
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
shipfail
Ship.Fail Crew: The First PromptWareOS Distribution
PromptWareOS gives you the boot protocol and kernel. Crew is the userland distro you mount as $HOME—so any GitHub repo can boot into an AI co‑founder environment with one AGENTS.md.
In engineering, Dec 19, 2025
procfs
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
sysfs
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
distributed-systems
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linux’s greatest interface trick—virtual filesystems—and fixes the parts the kernel community would never dare redesign today: belief vs control, /proc vs /sys, a...
In engineering, Dec 20, 2025
deno
PromptWare v0.5: Enforcing Cognitive Integrity with Software Physics
In our last update, we introduced the concept of PromptWare: treating the LLM prompt as a kernel and the underlying code as hardware.
In engineering, Dec 21, 2025
os-design
PromptWare v0.5: Enforcing Cognitive Integrity with Software Physics
In our last update, we introduced the concept of PromptWare: treating the LLM prompt as a kernel and the underlying code as hardware.
In engineering, Dec 21, 2025
stop-protocol
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
r0l
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
optimization
We Tried to Make Our Prompts Shorter. We Made Them Longer Instead. Somehow, That Made Them Better.
The origin story of STOP Protocol and Ring Zero Linguistics—how we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
cargo-culting
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
philosophy
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
rfc
We Built Wooden Headphones: How We Stopped Cosplaying Linux and Started Building an OS
How we discovered we were cargo culting Linux instead of building a real operating system—and what happened when we stopped carving wooden headphones and started building real planes.
In engineering, story, Dec 27, 2025
goodwin-checks
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
long-context
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
evals
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
retrieval
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlessly—so let’s steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
mailbox
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
xstate
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
actor-model
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
cqrs
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
event-driven
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
typescript
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
open-source
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Here’s why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
Pinned
-
PromptWar̊e ØS Ships: Unix Architecture for Your AI Co-Founders
In announcement, -
PromptWar̊e ØS: One Line to Boot Your AI Co‑Founders
In ideas, -
When English Hits Ring 0: A Field Guide to PromptWar̊e ØS
In engineering, -
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
In ideas, -
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
In announcement, -
All Interfaces Are Becoming Conversational
In announcement,