Daily recap for June 11, 2026

Today we shipped 8 new step-by-step tutorials for small-business AI. They range from automated support evaluation to restaurant review replies and supplier ordering—each with downloadable code you can adapt this afternoon.

New tutorials

OpenAI Agent Eval Harness for SMB Customer Support Quality

For SMBs using AI for customer support, automatically evaluate every interaction to catch bad answers, hallucination, and policy violations before customers see them. It scores conversations on helpfulness, safety, cost, latency, and PII safety, with CI‑friendly quality gates and Langfuse dashboards.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-eval-harness-suite, @reaatech/agent-eval-harness-cli, @reaatech/agent-eval-harness-gate, @reaatech/agent-eval-harness-judge, @reaatech/llm-cost-telemetry, on openai · 92 tests / 96.11%.

xAI Grok Secure Code Sandbox for SMB Data Pipelines

Let SMBs safely run AI‑generated code on their data using xAI Grok. The sandbox inspects code against security policies, enforces per‑user cost limits, and repairs malformed outputs, preventing runaway bills or destructive operations.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-engine, @reaatech/tool-use-firewall-core, @reaatech/tool-use-firewall-config, @reaatech/agent-budget-spend-tracker, @reaatech/structured-repair-core, @reaatech/agent-budget-pricing, on xai-grok · 117 tests / 95.32%.

Databricks LLM Observability Suite for SMB AI Operations

Instrument Databricks‑hosted LLM calls (OpenAI, Anthropic) with OpenTelemetry semantic conventions to get end‑to‑end visibility into token usage, cost, and errors, with built‑in dashboards and budget alerts.

Read the tutorial → · Download the code (zip)

Built with @reaatech/otel-genai-semconv-core, @reaatech/otel-genai-semconv-openai, @reaatech/otel-genai-semconv-anthropic, @reaatech/otel-cost-exporter, @reaatech/llm-cost-telemetry, on databricks · 127 tests / 100.00%.

Review Response Automator for Independent Restaurants

For independent restaurants, this agent ingests Yelp/Google/TripAdvisor reviews, classifies sentiment, generates on‑brand replies, escalates negatives to a human, and keeps a memory of all interactions. It saves the manager 30 minutes a day and maintains a consistent reputation.

Read the tutorial → · Download the code (zip)

Built with @reaatech/a2a-reference-core, @reaatech/a2a-reference-client, @reaatech/a2a-reference-server, @reaatech/agent-handoff, @reaatech/agent-memory, @reaatech/guardrail-chain, on agnostic · 93 tests / 94.70%.

Supplier Order Optimizer for Small Restaurant Groups

Automatically calculate order quantities for restaurant groups by reading inventory pars and usage history from spreadsheets, using an LLM to generate optimized suggestions with Redis caching and agent memory for order history. Reduces manual ordering time and food waste.

Read the tutorial → · Download the code (zip)

Built with @reaatech/a2a-reference-persistence, @reaatech/agent-memory-core, @reaatech/agent-memory-retrieval, @reaatech/agent-memory-storage, @reaatech/llm-cache, @reaatech/llm-cache-adapters-redis, on agnostic · 70 tests / 91.66%.

Anthropic RAG Pipeline for Google Workspace SMB Email Knowledge Search

For SMBs drowning in Gmail and Drive, this pipeline ingests content nightly, builds embeddings with VoyageAI, and lets you ask plain‑English questions with cited answers from your Workspace. It includes caching, session continuity, and cost telemetry to keep things efficient.

Read the tutorial → · Download the code (zip)

Built with @reaatech/rag-eval-core, @reaatech/rag-eval-gate, @reaatech/rag-eval-cost, @reaatech/rag-eval-dataset, @reaatech/llm-cache, @reaatech/session-continuity, @reaatech/llm-cost-telemetry, on anthropic · 127 tests / 97.01%.

Vertex AI Lead Intake for Amazon SP-API SMB Seller Acquisition

Replace static registration forms with a conversational agent that qualifies Amazon sellers, collects documents, and registers them via SP-API. It uses confidence‑based routing, budget caps, and structured repair to ensure high completion rates.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh, @reaatech/agent-handoff, @reaatech/llm-cost-telemetry, @reaatech/agent-budget-engine, @reaatech/structured-repair-core, on vertex · 141 tests / 99.05%.

Vercel AI Gateway Observability for SMB AI Agent Operations

Centralize observability for LLM calls routed through Vercel AI Gateway. Auto‑instrument with OpenTelemetry, track per‑agent spend, set budget alerts, and surface everything in a Next.js admin dashboard—no per‑provider code required.

Read the tutorial → · Download the code (zip)

Built with @reaatech/otel-genai-semconv-core, @reaatech/llm-cost-telemetry, @reaatech/otel-genai-semconv-exporters, @reaatech/llm-cost-telemetry-aggregation, @reaatech/llm-cost-telemetry-calculator, @reaatech/llm-cost-telemetry-observability, on vercel-ai-gateway · 93 tests / 97.33%.

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