Categories
announcement
Press0: Vibe Coding Your Way to a Physical Book
đ Letâs be honest: writing a book is the easy part.
In announcement, Dec 16, 2025
Shipping PPL: A License for the Age of PromptWarÌe ĂS
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
PromptWarÌe ĂS Ships: Unix Architecture for Your AI Co-Founders
Stop copy-pasting prompts. Start booting an OS. PromptWarÌe ĂS applies Unix architecture principles to transform scattered prompts into a structured, distributed, and bootable environ...
In announcement, Dec 13, 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
article
The Missing Feature in AI Coding Agents â 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
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
guide
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngelâs current best-practice two-stage deployment model â powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
đ§ Decoding the Chaos: The Ultimate Guide to Software Environment & Release Naming
đ 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 â a developer onc...
In guide, Oct 12, 2025
Google Cloud Authentication â The Divio-Style Field Guide for Senior FullâStack Devs
A practical, copyâpastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation â organise...
In guide, Sep 12, 2025
ideas
Why LLMs Can Copy UUIDs (and How That Makes Agents Safer)
LLMs are stochastic. UUIDs are unforgiving. Yet models copy random IDs flawlesslyâso letâs steal that trick and use it to build more robust Goodwin Checks for PromptWareOS.
In ideas, Dec 29, 2025
Why Your AI âTwo-Week Planâ 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
PromptWarÌe ĂS: One Line to Boot Your AI CoâFounders
Turn fragile, copyâpasted prompts into a shared operating system for your AI coâfounders, booted by a single line in their setup.
In ideas, Dec 08, 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 Iâve 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 â 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 IAMâs language and CLIâsimplified 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 founderâs deep dive into Azureâs confusing billing system â MCA, EA, MOSP, and beyond â and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
tools
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, Iâve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isnât just about f...
In tools, Nov 25, 2025
engineering
From Message Chaos to Order: How I Rebuilt the Mailbox Library for XState@5
Lost messages are silent failures. Hereâs why the actor mailbox pattern matters, how XState v5 enables it, and what changed in my Mailbox rewrite.
In engineering, Jan 08, 2026
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 systemâand 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 Linguisticsâhow 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
Belief vs Control: /proc and /sys as an Interface for Agents
PromptWareOS borrows Linuxâs greatest interface trickâvirtual filesystemsâand 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 $HOMEâso any GitHub repo can boot into an AI coâfounder environment with one AGENTS.md.
In engineering, Dec 19, 2025
Booting Intelligence: The Architecture of PromptWarÌe ĂS v0.2
PromptWarÌe ĂS v0.2 tackles context drift with a kernel memory subsystem, JIT-linked skills, and bootloader-driven mounts.
In engineering, Dec 18, 2025
PromptWarÌe ĂS & PromptâDriven Architecture (PDA)
An ACM/IEEEâstyle industry research report for AI coâfounder builders. PromptâDriven Architecture (PDA) is an emerging systems pattern where natural language prompts become the primar...
In engineering, Dec 17, 2025
When English Hits Ring 0: A Field Guide to PromptWarÌe ĂS
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
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portalâit was a graveyard of forgotten resources and confusing bills. Today, itâs a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
story
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 systemâand 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 Linguisticsâhow we discovered that optimizing natural language for LLMs means maximizing character density, not minimizing word count.
In engineering, story, Dec 26, 2025
Pinned
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PromptWarÌe ĂS Ships: Unix Architecture for Your AI Co-Founders
In announcement, -
PromptWarÌe ĂS: One Line to Boot Your AI CoâFounders
In ideas, -
When English Hits Ring 0: A Field Guide to PromptWarÌe ĂS
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,