Editiva is not a chat interface with a writing personality. It is a structured editorial workflow — the same kind serious writers and editors have always used, now powered by AI at every stage.
Every AI writing tool makes the same mistake: it treats the AI as the author. Editiva inverts this. The AI is a highly capable executor — it drafts, researches, reviews, and formats. But the decisions about direction, voice, and quality always belong to the human. The pipeline enforces this structurally, not by convention.
A great article is not the product of a great prompt. It is the product of a great process — research, structural planning, drafting, revision, editorial review. Editiva maps this process into seven deterministic stages, each with a defined input, a defined AI task, and a human gate before the next stage can begin.
Generic AI prose is immediately recognizable — and increasingly worthless. What gives writing value is the specific perspective, vocabulary, and rhythm of a particular human mind. Editiva's voice fingerprint system extracts your style from real writing samples and applies it as a hard constraint on every AI output. Not a suggestion. A requirement.
Pipeline transitions are determined entirely by code. The AI is never asked whether to advance to the next stage, whether to approve content, or whether to continue. Those are human decisions, enforced by a deterministic state machine.
The pipeline stops at every approval gate and waits. There is no auto-continue. There is no "just keep going". The writer must explicitly approve each stage before the next one begins. This is not optional behaviour — it is the architecture.
Voice is not a style setting or a prompt instruction. It is extracted from your real writing samples — vocabulary patterns, sentence rhythm, structural preferences — and injected as a hard constraint into every generative call. The AI writes like you, not like AI.
Editiva is built on production-grade, well-understood technology. No black boxes, no vendor lock-in, no magic wrappers around someone else's API.
.NET 10 + ASP.NET Core
Backend API, agent orchestration, state machine
Next.js 16 + React 19
Frontend — server components, App Router
PostgreSQL + pgvector
Primary database and semantic search (RAG)
Hangfire
Durable background job scheduling for agent pipeline steps
MediatR + CQRS
Command/query separation, domain event dispatching
Microsoft.Extensions.AI
Provider-agnostic AI abstraction (OpenAI, Anthropic, Ollama, custom)
.NET Aspire 13
Local orchestration, service defaults, observability
Testcontainers + xUnit
Integration tests against real Postgres, ArchUnit convention tests
100 credits per month. No credit card. Your first pipeline in under 5 minutes.
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