Dev Log
Building an autonomous marketing platform in public. Real updates, real metrics, real problems.
What We're Building
Feature status organized by functional area. Click to expand each section.
Content Generation
AI-powered content creation pipeline from research to publication
| Feature | Status |
|---|---|
|
SEO Keyword Research
Autonomous keyword research with search volume, difficulty, and intent analysis
|
Complete |
|
Topic Research & SERP Analysis
Competitor analysis and SERP reverse-engineering to guide content strategy
|
Complete |
|
Content Outlining
Structured outlines based on research, SERP analysis, and brand guidelines
|
Complete |
|
Article Writing
Long-form SEO content generation with brand voice enforcement
|
Built (Ugly) |
|
Content Editing & Revision
Automated editing pass for quality, tone, and brand consistency
|
In Progress |
Publishing & Distribution
Multi-channel content publishing with platform-specific optimization
| Feature | Status |
|---|---|
|
WordPress Publishing
Autonomous WordPress publishing with media, meta tags, and internal linking
|
Complete |
|
Internal Linking Engine
Automatic internal link insertion based on semantic relevance
|
Built |
|
Media Processing Pipeline
Image optimization, format conversion, and platform-specific sizing
|
Built |
|
Meta Tag Generation
SEO-optimized meta titles, descriptions, and Open Graph tags
|
Complete |
|
Publishing Verification
Post-publish checks to verify content went live correctly
|
Built (Ugly) |
Social Media Publishing
Multi-platform social post creation and automated distribution
| Feature | Status |
|---|---|
|
X/Twitter Adapter
Text posts, threads, and media uploads with rate limiting
|
Complete |
|
LinkedIn Adapter
Professional posts, document sharing, and article publishing
|
Built |
|
Facebook Adapter
Posts and stories with aggressive rate limit handling
|
Built (Ugly) |
|
Instagram Adapter
Image posts and stories with aspect ratio handling
|
In Progress |
|
TikTok Adapter
Video posts with captions and music integration
|
Planned |
|
Social Post Repurposing
Transform long-form content into platform-specific social posts
|
In Progress |
Marketing Intelligence
Signal detection and competitive intelligence for proactive campaigns
| Feature | Status |
|---|---|
|
Competitor Monitoring
Track competitor content, launches, and marketing activities
|
Planned |
|
Trend Detection
Identify emerging trends in target markets and industries
|
Planned |
|
SERP Change Alerts
Monitor SERP volatility and ranking changes for target keywords
|
Planned |
|
Product Signal Integration
Integrate with GitHub/Jira to turn product updates into campaigns
|
Planned |
Workflow & Orchestration
Agent coordination, task management, and human-in-the-loop workflows
| Feature | Status |
|---|---|
|
Task System
Human-in-loop workflow for approvals, questions, and escalations
|
Complete |
|
Campaign Management
Multi-channel campaign planning and execution tracking
|
Built |
|
Agent Pipeline Orchestration
Sequential agent chains with error handling and retries
|
Complete |
|
Queue System
Async job processing with prioritization and monitoring
|
Complete |
|
Agent Logging & Debugging
Comprehensive logging of agent runs, tool calls, and errors
|
Complete |
Configuration & Control
Brand voice, product truth, and marketing strategy configuration
| Feature | Status |
|---|---|
|
Brand Guidelines System
Centralized brand voice, tone, and style configuration
|
Complete |
|
Product Truth Management
Single source of truth for product features, positioning, and benefits
|
Complete |
|
Master Strategy Document
Marketing strategy, target audience, and messaging framework
|
Complete |
|
Capability System
Tool/capability registration and access control for agents
|
Complete |
Recent Updates
Deep dives into what we're building, what broke, and what we learned.
SEO Pipeline: From Zero to 127 Articles
How we built a fully autonomous SEO content pipeline that researches keywords, analyzes SERPs, creates outlines, writes content, and publishes to WordPress without human intervention.
Why Social Media Adapters Are Hard
X, LinkedIn, Facebook, Instagram, TikTok. Each platform has quirks. Here's how we built adapters that handle rate limits, media uploads, and platform-specific content without breaking.
Building Reliable AI Agents
LLMs are non-deterministic. APIs fail. Rate limits hit. Here's how we made agents reliable enough to trust with production workloads.
The Capability System
Agents need tools. We built a capability system that gives agents access to APIs, databases, and external services with proper access control.
The Task System: Human-in-the-Loop
Agents can't do everything. The task system lets agents ask questions, escalate decisions, and request approval. It's the bridge between autonomous and supervised AI.
WordPress Publishing Pipeline
Publishing to WordPress sounds easy. It's not. Here's how we handle media uploads, meta tags, internal linking, and publishing without breaking WordPress.
Teaching Agents Your Brand Voice
Generic AI content is obvious. Here's how we built a brand voice system that makes agent-generated content sound like it came from the founder.
SERP Analysis That Actually Works
To rank on Google, you need to understand what's already ranking. Our SERP analyzer reverse-engineers top results to guide content strategy.
Queue System for Async Agents
Agents take time. Some take minutes, some take hours. The queue system handles async execution, retries, and failures without blocking the UI.
Agent Logging and Debugging
When agents fail, you need to know why. Our logging system captures every agent run, tool call, and error for debugging and improvement.
Want Updates?
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