AI
Partial Failures in AI Agents: 5 Robust Strategies (2026)
Your AI assistant froze at 2 am when a weather API timed out. How partial failures in AI can…
// tag archive
ai-agents
17 articles
Backend Dev
Idempotent Billing Go: 5 Steps for AI Subscriptions (2026)
When users double‑click “Upgrade”, Stripe charges twice and churn spikes. Discover idempotent billing Go methods that guarantee one…
DevOps
Zero Downtime Deployments for AI Agents with Harness (2026)
Rollout left users with garbled answers as the new LLM swapped pods without syncing vector stores. Zero downtime…
cover
AI
AI for Customer Support Agents: Production Guide (2026)
AI for customer support agents failed us at 3 AM. Learn the architecture, RAG pipelines, and error handling…
DevOps
Canary Rollouts for AI Agents: 2026 Production Guide
3:14 AM. The new model was silently hallucinating abuse. Canary rollouts for AI agents would have caught it—here's…
AI
AI Agent Monorepo Structure: 2026 Production Guide
Polyrepo dependency hell is killing agent pipelines. The right monorepo structure eliminates drift, centralizes telemetry, and orchestrates CRM,…
Backend Dev
Distributed Locking for AI Agents (2026 Production Guide)
Race conditions corrupt multi-agent context in milliseconds. Implement distributed locking with Redis Redlock and fencing tokens to prevent…
Backend Dev
PostgreSQL Connection Pooling: AI Agents Guide (2026)
AI agents are crashing your DB? Optimize PostgreSQL connection pooling with PgBouncer transaction mode and tiered micro-pools to…
DevOps
AI Calling Agents: Serverless vs Kubernetes (2026 Guide)
My AI voice agent failed 40% of calls during a spike. Here is the hard-won truth about containerizing…
AI
Stateful Workflow Engine for AI CRM (2026 Production Guide)
Stateless AI agents break CRM automation. Build a stateful workflow engine with event sourcing, saga patterns, and crash…
Backend Dev
Circuit Breaker Pattern: 2026 Guide for AI Agents
Prevent retry storms from crashing your AI marketing agents. Implement the circuit breaker pattern to handle unreliable third-party…
AI
Async vs Event-Driven Python: AI Agent State Guide (2026)
5,000 AI agents stuck, Twilio bills spiking—naive async failed. See why event-driven patterns save production fleets and prevent…
kubernetes
Manage Secrets for AI Agents in Kubernetes: 5 Ways (2026)
Static secrets crashed dozens of AI pods, costing time and money. Manage secrets for AI agents with vaults,…
AI
Open-Weight vs API Models: 5 Cost‑Performance Tips (2026)
Latency spikes on a self‑hosted H100 expose that open‑weight vs API models isn’t hype—it decides TCO, latency, and…
AI
AI Agent Project Ideas: 50 Ways to Earn Money (2026)
Your AI agents are burning cash fast. Discover 50 AI agent project ideas that turn costly bots into…
AI
AI Agent Error Handling & Feedback Loops: 5‑Minute Guide
Discover how thumbs‑down clicks and brief notes turn AI agent slip‑ups into fast improvements, letting non‑technical users quickly…
AI
Prompt Design for AI Agents: 7 Best Practices (2024 Guide)
Discover a non‑developer’s guide to prompt design for AI agents using the PCTF framework, reusable templates, and tests…