Automation
Field notes and how-tos on automation — every one tied to something you can do in CoreReflex today.
What Are JSON Workflow Recipes in CoreReflex?
JSON workflow recipes turn a creative pipeline into code CoreReflex runs hands-free, plan, generate, critique, and assemble finished video at scale, no clicks.
Read the article →What Is Content Automation? A Workflow Guide
Content automation turns one brief into finished, on-brand video through a governed pipeline. See how Workflow mode plans, scores, and ships content at scale.
Read the article →How to Build a Content Pipeline Recipe
Learn to build a content pipeline recipe step by step: define stages, set quality gates and budget caps, then let Workflow mode run the production line for you.
Read the article →Schedule Hands-Free Video Generation
Schedule hands-free video generation with CoreReflex Autopilot, set a recipe and a cadence, and finished, graded cuts arrive on their own, with no manual runs.
Read the article →Batch Generate Videos at Scale
Batch generate videos at scale with CoreReflex: one JSON recipe fans out into dozens of finished cuts, each scored on a quality gate before it ever ships.
Read the article →Quality Gates for AI Content Automation
Quality gates score every AI shot for prompt match, sharpness, and brand fit, then auto-regenerate failures, keeping automated content publishable, not slop.
Read the article →Budget Governance for AI Content Pipelines
AI content budget governance keeps pipelines from overspending: set credit caps, gate generation at checkpoints, and keep planning and scoring free along the way.
Read the article →CoreReflex API Quickstart Guide
Get started with the CoreReflex API: create a key, post a JSON recipe, poll the job, and pull a finished, graded cut, automated creative in minutes, not days.
Read the article →Checkpoint Approvals in Automated Content
Content approval checkpoints pause an automated pipeline at the right moments so humans sign off before credits burn. See how checkpoint governance works.
Read the article →CoreReflex SDK: Automate Creative in Code
Use the CoreReflex SDK to script video, image, and voice generation in your own apps. JSON recipes, batch jobs, and provenance, all from typed methods.
Read the article →Connect Claude to CoreReflex with MCP
Connect any MCP client to CoreReflex and let an AI agent run JSON recipes, queue batch jobs, and fetch finished cuts, agentic creative over the MCP seam.
Read the article →Schedule Hands-Off Content Generation
Scheduled content generation runs your pipelines hands-off on a set cadence. Learn how Autopilot queues, generates, and renders content while you sleep.
Read the article →Repeatable Video Production Lines at Scale
Build a repeatable video production line that turns briefs into finished cuts on demand. See how Workflow recipes standardize quality and scale output.
Read the article →API Keys & Auth for Automated Creative
Manage CoreReflex API keys and auth for automated creative, scope keys, rotate secrets, and control which recipes and budgets each integration is allowed to run.
Read the article →Content Automation for Agencies at Scale
Content automation for agencies scales output without adding headcount. See how Workflow recipes and Autopilot run repeatable, on-brand production lines.
Read the article →The Programmable JSON Engine, Explained
CoreReflex exposes editor state as a programmable JSON engine you can query and command, read shots, edit timelines, and drive renders without touching the UI.
Read the article →Content Automation for Small Businesses
Content automation for small business means pro video without a production team. See how scheduled Autopilot pipelines keep your content shipping consistently.
Read the article →Reproducible AI Generations with Provenance
Every CoreReflex generation carries a portable provenance trace, model, prompt, params, score, so any automated result is reproducible and fully auditable.
Read the article →Automate Your Social Media Content Calendar
Social media content automation fills your calendar hands-off. Learn how Autopilot schedules, generates, and renders on-brand clips across every channel.
Read the article →Budget Governance for Creative Automation
Set budget caps and checkpoints on every Autopilot recipe so hands-off generation never overspends, governance built into the workflow, not bolted on after.
Read the article →Programmable JSON Workflows for Creative
Programmable content workflows let you script creative as JSON: define shots, gates, and budgets, then run them repeatably over CoreReflex's JSON engine.
Read the article →Quality Gates in Automated Pipelines
A quality gate scores every shot in an automated pipeline, sharpness, prompt match, brand fit, and auto-regenerates failures so batch output stays shippable.
Read the article →Batch Video Generation: A Practical Guide
Batch video generation produces dozens of finished cuts from one recipe. Learn how to queue, score, and render content in bulk without quality drift.
Read the article →Human-in-the-Loop Checkpoints in Autopilot
Add human-in-the-loop checkpoints to Autopilot recipes so a hands-off pipeline pauses for sign-off at the moments that matter, then resumes on your approval.
Read the article →Autopilot vs Zapier & n8n for Creative
Autopilot vs Zapier and n8n: why a JSON workflow engine that generates and renders finished video beats wiring a generic automation tool to a dozen APIs.
Read the article →Provenance & Audit Trails for AI Content
AI content provenance records the model, prompt, params, and score behind every clip, so each generation is reproducible and auditable. See how replay works.
Read the article →The Agentic Director Loop, Explained
The agentic Director loop runs PLAN, PRODUCE, CRITIQUE, ASSEMBLE to turn a sentence into a finished cut. See how each stage automates content production.
Read the article →Best AI Video Automation Tools in 2026
Comparing the best AI video automation tools in 2026 and what to look for. JSON recipes, quality gates, provenance, and one billing surface across the stack.
Read the article →Localized Video Variants at Scale
Generate localized video variants at scale: one JSON recipe with per-locale slots produces region-specific cuts and voiceover in a single automated batch run.
Read the article →Workflow Mode vs Autopilot: Which to Use
Workflow mode vs Autopilot: one governs a single guided pipeline, the other schedules hands-off runs. Learn which fits your content automation needs.
Read the article →Localize Video Content at Scale, Hands-Off
Localized video automation spins one master cut into many languages hands-off. See how the voice seam and Autopilot batch-render localized content at scale.
Read the article →Templating Recipes with {{slot}} Variables
Use {{slot}} variables to template JSON recipes, define a recipe once, fill slots from a data source, and reuse it across every campaign and batch run.
Read the article →A Content Automation API for Developers
A content automation API lets developers script generation, scoring, and rendering programmatically. Explore CoreReflex's JSON engine, API keys, SDK, and MCP.
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