spec-driven development Articles
Browse 54 articles about spec-driven development.
Build vs. Buy Just Got a Third Option: Compile It
Comparing build vs. buy for internal tools? Compiling from a spec is a third option — you own the code without hiring an engineer.
Spec-Driven Development: Why Non-Engineers Should Care
Non-engineers can now write the plan an AI turns into a real app. Here's what spec-driven development means for business teams.
Five Bubble Alternatives for Apps That Need a Real Backend
Bubble is a capable visual builder, but some apps need generated code and a native backend. Five alternatives, compared honestly.
Five Glide Alternatives When Your App Outgrows a Spreadsheet
Glide is great for spreadsheet-simple apps. Here are five alternatives for when you need real auth, a real database, and a full backend.
Your Ops Team Can Build Its Own Tools. Here's the Case.
Operations teams wait weeks for IT to build a tracker. Here's how ops managers can describe and ship internal tools with a real backend instead.
RevOps Teams Don't Need to File a Ticket to Get a Tool Built
RevOps needs commission calculators and pipeline dashboards fast. See how Remy compiles a spec into a real full-stack tool without an eng queue.
Finance Teams Are Ditching Spreadsheets for AI-Built Apps
Approval trackers and close-process tools built by finance, not IT. Why spec-driven AI apps fit finance workloads better than spreadsheets.
Your Processes Change Faster Than Your Software Can
In most orgs, the business learns faster than its tools can be rebuilt, so understanding outpaces software and the company slows to the speed of its backlog.
The AI App Builder That Fits How PMs Actually Work
The best AI app builder for PMs maps to your workflow: describe the app, review a readable spec, get a roadmap and pitch deck. Here's how five tools compare.
Where the AI App Builder Category Is Headed in 2027
Seven predictions for the AI app builder in 2027 — why every tool ships a backend, the spec becomes the differentiator, and apps start composing each other.
The Real Cost of AI-Generated Code Drift, and How to Stop It
AI-generated codebases rot as engineers hand-edit and models change. Here is why that drift compounds, what it costs, and how a spec resets it.
Best Lovable Alternatives in 2026: Past the Prototype
Seven Lovable alternatives ranked on backend depth, auth, database persistence, deployment, and lock-in — for builders who need apps that survive production.
Best Replit Agent Alternatives in 2026: Five That Ship Real Apps
Replit Agent builds full-stack apps from a prompt in the browser. These five alternatives go from natural language to a deployed app a different way.
The Compiler Comparison: Is the LLM Actually a Compiler?
An LLM is non-deterministic where gcc is not — but reproducibility is a workflow property, not an engine one. Here is why that distinction matters.
What Lovable's Backend Push Reveals About the Spec-Layer Race
As Lovable, Bolt, and v0 all ship backends, feature parity stops being a differentiator. The real race is over who owns the spec layer.
The mindstudio.json Manifest: The One File a Remy Project Requires
A field-by-field walkthrough of the mindstudio.json manifest — appId, roles, tables, methods, interfaces, and scenarios — and what each one declares.
The 'Build It For Me' Shift: Why No-Code Gave Way to AI App Builders
No-code asks you to assemble the app by hand. AI app builders generate it from a description. Here is what that shift in interaction model actually changes.
The One Layer of Your AI-Built App You Actually Own
"Open source AI app builder" hides four different things. Here's a taxonomy of what's open across Remy, Bolt, Lovable, and Replit — and what you keep.
Scenarios: How Remy's Agent-Authored Test Cases Work
Remy scenarios are seed scripts the agent writes to put your dev database into a known state. Here's the execution model and the headless protocol.
Manifest, Methods, Tables, Roles, Interfaces, Scenarios: The Remy Vocabulary
A plain-language Remy glossary covering the six core primitives every builder meets: the manifest, methods, tables, roles, interfaces, and scenarios.