Five Boring AI Agent Patterns That Survive the First Month in Production
Five infrastructure patterns that keep AI agents alive past the first month in production. Idempotency, postgres state, validation, cheap-first models, rate limits.

Five infrastructure patterns that keep AI agents alive past the first month in production. Idempotency, postgres state, validation, cheap-first models, rate limits.

Character AI login loops and Cloudflare verification glitches keep hitting users since the PipSqueak 2 rollout. Here is what is happening and how to get back in.

ElevenLabs vs Murf vs Speechify vs Descript compared on voice realism, cloning, languages, and pricing. The best AI voice generator for each use case in 2026.

Slopsquatting attacks let AI coding agents install fake npm and PyPI packages laced with malware. Here is the three-layer defense I run on every agent project.

Character AI and Janitor AI still let you chat free with no message cap, and Pi has no paid tier at all. Kindroid ended its free plan on October 1, 2026.

Microsoft Agent 365 hit general availability May 1 at $15 per user per month. Here is whether the AI agent governance platform is worth paying for in 2026.

Most RAG agents fail because chunking destroys the structure they need. Here is why chunk-first thinking breaks production retrieval and what to do instead.

Dario Amodei’s leaked March memo called OpenAI’s Pentagon safeguards safety theater. After the May 1 contracts, the memo reads as vindication, not embarrassment.

Replika lifetime subscribers were promised the Platinum tier in February. Three months later most are still on Ultra. Here is the status and the workaround.

Windsurf review after months of daily use compared to Cursor and Claude Code. Pricing, Cascade agent, Memories, and who should skip it.