13 min readPillar
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AI agents, production systems, visibility
Comparisons, tutorials, and field notes from building production agent systems and AI visibility.
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All articles
8 articles
AI Agent Foundations
Definitions, boundaries, and first-principles guidance for understanding what production agents are and when they fit.
- 11 min readComparison
When Not to Use AI Agents (Yet): Stop Conditions and What to Use Instead
- 1 min readComparison
AI agent vs chatbot vs copilot vs RPA: plain differences
20 articles
Building & Operating Agents
Design, implementation, evals, rollout, observability, and day-two operations for production agent systems.
- 6 min readTutorial
AI agent ROI: how to measure without fantasy numbers
- 6 min readArticle
The cost of a bad AI agent implementation
- 4 min readArticle
OpenAI Assistants API shutdown Aug 26: what breaks and how to migrate
8 articles
Security & Governance
Permissions, approval flows, incident handling, compliance, and control patterns for agent-driven work.
- 1 min readTutorial
AI agent incident response and liability basics
- 1 min readArticle
Browser agents and computer-use AI: risks before you enable them
- 1 min readTutorial
Multi-tenant isolation for agency AI agents
21 articles
Use Cases & Workflows
Concrete workflow patterns for teams, channels, tools, and industries using AI agents in real operations.
- 1 min readArticle
WhatsApp, Slack, and email AI agents: channel-specific rules
- 1 min readTutorial
Agent workflows for component registries and design systems
- 1 min readTutorial
Customer service agent jobs (Claude-class) on marketplaces
27 articles
Choosing Solutions & Partners
Guidance for build versus buy decisions, vendor evaluation, pricing, scoping, and partner selection.
- 4 min readTutorial
AI Agent RFP Questions That Separate Proof From Pitch
- 6 min readArticle
AI agent agency in Armenia (Yerevan): buyer checklist
- 6 min readArticle
AI agent agency for small business: when it is worth it
19 articles
Vibe Coding & Engineering
How AI-built products move from fragile prototypes toward secure, maintainable production software.
- 1 min readTutorial
Admin tokens in localStorage and URLs: a common vibe-code failure
- 1 min readTutorial
After the vibe-code audit: handoff package for founders
- 1 min readTutorial
Client-side secrets and price config: stop trusting the browser
4 articles
SEO, GEO & Visibility
Crawlability, multilingual discoverability, citation readiness, and visibility systems for modern software companies.
- 1 min readPillar
SEO and GEO for vibe-coded and SaaS marketing sites
- 1 min readPillar
AI visibility system for agencies: content, entities, and proof
- 2 min readPillar
GEO and SEO for AI agencies: a practical visibility system
Newest posts
Newest posts
Recent writing across the full library for readers who prefer recency.
4 min readTutorial
AI Agent RFP Questions That Separate Proof From Pitch
A buyer question bank for AI agent RFPs focused on workflow fit, gates, security, pilot scope, observability, ownership, commercial terms, and response format.
Choosing Solutions & Partners
6 min readArticle
AI agent agency in Armenia (Yerevan): buyer checklist
Checklist for hiring an AI agent partner in Armenia / Yerevan: production criteria, time zones, typical market rates, contracts, and pilot design.
Choosing Solutions & Partners
6 min readArticle
AI agent agency for small business: when it is worth it
When hiring an AI agent agency makes sense for a small business: the break-even math, pilots that fit SMB constraints, budget reality, and what to skip.
Choosing Solutions & Partners
6 min readArticle
AI agent agency in Georgia (Tbilisi): what buyers should check
How to evaluate an AI agent agency in Georgia / Tbilisi: production criteria plus time zones, rates, contracting jurisdiction, and language for docs and ops.