AI Workflows & Agentic Architecture Directory

Say goodbye to 3 AM wake-up calls. Discover how to combine PagerDuty Copilot with PydanticAI to build a self-healing, autonomous infrastructure triage engine.

Morgan Stanley became the first major bank to open its wealth management platform to external AI agents through MCP - turning a proprietary data moat into a governed, agent-accessible API for advisors.

e& UAE embedded agentic AI directly into mobile and broadband products (Aug 18, 2026), putting subscriber agents and network-ops agents on carrier infrastructure and redefining what a telecom AI platform is.

Alibaba is testing revenue sharing on Qwen open-weight usage (Aug 2026), testing whether a foundation model maker can keep its open-source goodwill while turning commercial adoption into recurring revenue.

Stanford's Evo 2 foundation model generated novel phage sequences that kill E. coli in the lab - marking the moment sequence-to-function AI crosses from prediction into a closed design-build-test-learn loop for biology.

Anthropic's Claude Cowork ($20/month, Aug 2026) brings a desktop-first, always-on agent to your Mac and Windows machine, undercutting Gemini Spark at $99.99 and redefining where each assistant actually earns its seat.

LangChain Deep Agents v0.7 (Aug 2026) re-engineered the agent harness, not the model, to cut input-token usage by 65% through prompt compression, tool-call deduplication, context pruning, and cached prefixes.

Ship a TypeScript FastMCP server that ingests OpenTelemetry OTLP spans and gives Claude or Cursor agent-run tracing, loop detection, token-cost dashboards, and budget gates.

Stand up a Python FastMCP server around Stanford's Evo 2 foundation model so AI agents can run biosafety-gated in-silico genome analysis, sequence generation, and protein design.

Cisco and Rockwell's converged industrial architecture connects PLC telemetry to cloud AI; this LangGraph workflow ingests OPC UA / MQTT signals through an edge gateway into a time-series store, runs anomaly detection and predictive maintenance, updates the MES, confirms safety interlocks locally, and routes every machine-affecting action through a human gate.

HoneyBook's new Claude connector turns proposals, contracts, invoices, and client messaging into an API an agent can drive; this LangGraph workflow drafts documents in the owner's voice, tracks money status, auto-follows-up on a cadence, and escalates unpaid invoices to a human before the relationship sours.

AWS's DevOps agent traces CI/CD failures back to the exact commits and PRs that caused them; wrap that capability in a LangGraph workflow that ingests failures, correlates blame via the GitHub API, triages root cause, opens auto-fix PRs, and gates merges behind a regression check and a human approval node.