Gemini 4 Argon first look: what it does better and when to switch
Gemini 4 Argon, verified: launch pricing to November 30, benchmarks it wins and loses, week-one builder pain, and a cheap test plan before you switch.
9 min read ·
Guides
Practical write-ups on building content systems and shipping software with AI. Free to read, no account needed.
ChatGPT Dots: what actually changed and what builders should do with it
OpenAI's always-on agents, two weeks in: who gets them, what they cost, what the system card admits, and a setup that will not wreck your limits.
9 min read ·
The new Claude Projects: a working setup for one-person teams
What the Claude Projects redesign changes, who gets the beta, and a setup for one-person teams that will not burn the plan limits.
9 min read ·
An agentic engineering workflow you can copy: what senior devs actually run
The viral agentic engineering workflow interviews, boiled down to five steps: decide first, context in files, verify artifacts, review once, lock.
9 min read ·
Jev + Treg for automation: when to combine them and when one is enough
Jev judges for $0.042 per million tokens, Treg fetches data for cents a call. When each is enough alone, when to wire them together, and the real bill.
9 min read ·
Claude Opus 5.5 and Muse: what actually changes for solo builders
Opus 5.5 cut prices 20-60% and outscores the bigger Fable on Anthropic's own table. Meta's Muse added Mac control and Connectors. The verified numbers.
9 min read ·
Build your first real project with Jev: a step-by-step walkthrough
Your first real Jev project in one evening: a gateway key, five typed questions, a coding agent for the wiring, and a running bill in cents. Step by step.
9 min read ·
GPT-6 Astra hands-on: what it does for builders (and what's hype)
GPT-6 Astra spiked 22x in my competitor tracker. The verified numbers: where it is a real step for builders, what it costs, and what is noise.
9 min read ·
A software factory that actually ships: the operator's checklist
Everyone is building an AI software factory. Almost nothing leaves it. An operator's checklist for the last mile, from a pipeline that publishes on schedule.
8 min read ·
Local AI for content: what runs on your box, what needs the cloud
I bought a 128 GB box to move AI content work off the cloud. Two months of numbers: what runs locally, what went back, and the rule that decides.
9 min read ·
Jev for non-coders: what it actually builds and where it breaks
Jev decides instead of writing text: $0.042 per million tokens, answers in 0.1s. What non-coders can build with it, and the failures TypeSafe published itself.
9 min read ·
Agentic engineering for founders who don't code: what it is, what to steal
Agentic engineering, translated for founders who don't code: what the term means, how it differs from vibe coding, and five habits worth stealing.
9 min read ·
Turn comments into leads: the word-in-a-comment funnel one person can run
A tutorial reel pulled 213 comments on 297 likes - that is a mechanic, not luck. How the comment-a-word funnel works, my numbers, and a one-evening setup.
9 min read ·
Why your AI content gets 300 views (and what actually fixes it)
Your AI videos stall at a few hundred views, and it is rarely the AI. Where the reach actually leaks, with numbers from my own accounts, and a one-week fix.
9 min read ·
The graveyard of vibe-coded projects: why they never ship
The AI writes the code, the demo runs, the repo goes quiet. Where vibe-coded projects actually die, with numbers you can check, and a one-week rescue plan.
9 min read ·
How to manage a team of AI agents as one person
One agent feels like magic. The third turns into a mess. The seven ways a solo operator's AI agents go wrong, the fix for each, and a first-week plan.
9 min read ·
How to make a $1 AI website look like a $10k build
An AI builds the page in forty seconds and it still looks generated. The six tells, the numbers that fix them, and a 90-minute pass over your site.
9 min read ·
How to build a content factory: post to many accounts without an agency
Build a content factory that posts to many accounts on its own.
8 min read ·