DBOS Review: A Workflow Engine That Runs on Postgres Instead of Custom Infrastructure
If you’ve worked on microservices that need to coordinate multi-step processes — validate a payment, then send a receipt, then update inventory, then notify the user — you’ve probably encountered Temporal. It’s a workflow engine that…
Daisy.so Review: One Product Photo In, a Full Marketing Campaign Out
There’s a production bottleneck that most content teams know well: you have one product photo, and you need a full campaign — main visuals, social posts, video clips, carousel ads — and the designer assigned to it has three other things due this…
Archyl Review: The Architecture Diagram That Keeps Up With Your Code
Every engineer has drawn the same architecture diagram twice. The first time it takes hours. The second time is always worse, because the code has already changed since the first draft, and nobody told the diagram. Archyl removes the drawing entirely.…
Murmur Review: One Chat Window for All Your AI Coding Agents
I run Claude Code and Codex in parallel on different parts of the same project. Each one is excellent at what it does. The problem isn’t capability — it’s coordination. I’m switching between windows, copying context from one to the…
RowSpeak Review: The Spreadsheet Tool That Finally Talks Back
Monday morning. You open Excel, rebuild the charts from last month — same layout, same colors, same meeting where someone will ask why the numbers don’t match what they saw in last week’s email. This cycle is so familiar that it barely…
AgentBrush Review: The Missing Piece in Your AI Coding Workflow That Nobody Talks About
Claude Code ships fast. I’ve been using it for a few weeks now, and the code quality has genuinely impressed me — it thinks a few steps ahead, catches edge cases I would’ve missed, and the terminal workflow is clean. For a developer…
OpenKnowledge Review: A Local-First, AI-Native Open Source Alternative to Notion and Obsidian
TL;DR OpenKnowledge is a local-first, WYSIWYG markdown editor with built-in AI integrations for Claude, Codex, Cursor, and any MCP-compatible harness. It syncs via git/GitHub, runs on macOS/Windows/Linux, and has no cloud lock-in. If you’ve been…
Claude Tag vs. AI Chatbot: Why ‘Persistent AI Teammate’ Is a Completely Different Category
“AI Assistant” Was Always the Wrong Frame We’ve been calling these things AI assistants for two years. Chatbots. Productivity tools. Copilots. All of those frames share one assumption: AI exists to serve a single user who asks it…
Krea 2 Turbo: The Fastest Open-Weights AI Image Generator at 2 Seconds Per Image
The Speed Problem With AI Image Generators If you’ve ever waited 30 seconds for an AI image to generate while your workflow sits idle, you know the problem: speed matters as much as quality when AI is part of a real production pipeline. The…
Un-0: The AI Image Generator That Uses 1000x Less Energy Than GPUs
The 1,000x Energy Claim That’s Hard to Ignore The AI industry has a dirty secret: running large models is catastrophically energy-intensive. GPT-4 class models consume megawatt-hours per day. Data centers devoted to AI are straining power grids…
Small but Mighty: Liquid AI’s 230M Parameter Model Beats Models 4X Its Size
The Underdog Story Nobody Expected When Liquid AI dropped its newest model this week, the headline alone raised eyebrows: a 230-million-parameter model outperforming models with 4X more parameters. On paper, that shouldn’t work. The AI industry has…