Rate-Limit and Cost-Limit Safety Nets for Voice and Chat Agents in 2026
An AI agent stuck in a loop can cost you 10,000 dollars before lunch. Token-based rate limits, per-tenant budgets, and circuit breakers are not optional in 2026.
10 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 347 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Eyewear D2C Chat Agents: Virtual Try-On, Prescription, and Frame Match in 2026
Warby Parker killed home try-on in favor of AI-powered virtual try-on and an AI virtual adviser. Here is how eyewear D2C chat agents combine AR, prescription parsing, and frame match in 2026.
10 min read
Beam.cloud for Voice Agents (the Banana.dev Successor in 2026)
Banana sunset in 2024. Beam.cloud picked up the developer-experience torch with sub-second cold starts, millisecond billing, and a Pythonic decorator API. Deploy Parler TTS for voice.
9 min read
ASR Accuracy Monitoring (WER) for Voice AI in Production - 2026
Vendors quote 5% WER on benchmarks. In production AI voice, the same model hits 15% to 20% on noisy mobile calls and 50% in healthcare. Here is the live monitoring stack that catches drift before users notice.
11 min read
WebRTC + AI Lyric Overlay for Live Concerts and Streaming in 2026
Live concert streams in 2026 carry an AI-aligned lyric overlay synchronized to the live PA mix. Here is the WebRTC + WHIP + alignment-model production stack with rights-clean rendering.
10 min
Docker Multi-Stage AI Agent Images: uv + Distroless = 80MB (2026)
Shrink an AI voice agent image from 950MB to 80MB with a Python 3.13 multi-stage build, uv for deps, and gcr.io/distroless/python3 nonroot. Real Dockerfile + benchmarks.
10 min read
Chat Agents for AppFolio and Buildium: The 2026 Property Management Tenant Layer
AppFolio's Realm-X and Buildium's Lumina AI ship autonomous property agents in 2026. Here is how a chat agent on top handles 70% of tenant requests, cuts maintenance dispatch time by 50%, and qualifies leasing inquiries 24/7.
11 min read
CrewAI Manager + Workers: The Hierarchical Crew Pattern (2026)
CrewAI's hierarchical process auto-spawns a manager that delegates to role-defined workers. We show what works, what breaks (custom manager prompts!), and how it compares to LangGraph's supervisor for production teams.
10 min read
Partitioned Postgres for AI Call Logs: Time-Range at Scale (2026)
AI call logs grow 100GB+ per month per tenant. Native Postgres range partitioning + pg_partman keeps queries fast and retention painless. A working schema, retention job, and pruning checklist.
12 min read