Issue Provenance Registry
Tracks where each newsletter issue came from: who built the original pattern, what customer engagement sourced it, and how the content was developed.
#
Title
Type
Builder
Source Engagement
How It Was Sourced
Date
001
Code-First Agent Delivery
🔧
Cristiano Almeida Gonçalves
Coca-Cola — large regulatory/compliance PDFs in SharePoint
Customer engagement: agent built, deployed to Azure, integrated into Teams in a single session
Mar 23, 2026
002
Scoped Multi-Source Search
🧠
Raghav BN
Live ADO work items — real Azure DevOps queries against M365 data
Extracted from a multi-source search agent demo; pattern disaggregated from a larger agent build
Mar 31, 2026
003
Prompt-Chained Triage + Playbooks
🔧
Raghav BN
Part 2 of #002 agent — triage orchestration layer on top of scoped search
Same engagement as #002; the triage chain was a separate reusable pattern worth its own issue
Apr 7, 2026
004
Secure In-Boundary Processing
🧠
Raghav BN
Enterprise compliance — data residency and tenant boundary requirements
Pattern extracted from compliance-sensitive customer conversations (financial services, healthcare)
Apr 14, 2026
005
Human-in-the-Loop Approval Gates
🧠
Pete Puustinen
General enterprise pattern — trust checkpoints between AI generation and consumption
Conceptual pattern observed across multiple engagements; Eggis Pharma meeting scribe used as primary example
Apr 21, 2026
006
Meeting-to-Knowledge Pipeline
🔧
Pete Puustinen
Eggis Pharma — Budapest Hackathon (2.5-day build with train-the-trainer Day 0)
Hackathon engagement: two-agent architecture (Scribe + Library) built end-to-end with customer team
Apr 28, 2026
007
Holographic Memory
🧠
Tyson Dowd
Internal 1:1 discussion — cross-project knowledge synthesis problem
Pattern developed from internal conversations about how to handle multi-project knowledge with graceful degradation
May 5, 2026
008
Cross-Project Knowledge Agent
🔧
Tyson Dowd
Internal 1:1 discussion — practical build of the Holographic Memory pattern
Implementation companion to #007; enriched Azure AI Search + Copilot Studio generative answers
May 12, 2026
#
Title
Type
Builder
Source / Target Industries
Arc
Date
009
Adaptive Guardrails
🧠
TBD
Financial, Healthcare, Government, HR
Arc 1
May 19, 2026
010
Building Adaptive Guardrails
🔧
TBD
HR agent guardrails (AI Builder classifier)
Arc 1
May 26, 2026
011
Multi-Agent Handoff
🧠
TBD
Enterprise multi-domain (HR+IT)
Arc 2
Jun 2, 2026
012
Building Multi-Agent Handoff
🔧
TBD
Two-agent handoff with session state
Arc 2
Jun 9, 2026
013
Persistent Agent Memory
🧠
TBD
Enterprise (all verticals)
Arc 3
Jun 16, 2026
014
Building Persistent Memory
🔧
TBD
User preferences & project context
Arc 3
Jun 23, 2026
015
Proactive Agent Triggers
🧠
TBD
Compliance, Finance, Project Management
Arc 4
Jun 30, 2026
016
Building Proactive Agents
🔧
TBD
Weekly project health checks
Arc 4
Jul 7, 2026
017
Agent Evaluation & Trust Signals
🧠
TBD
Enterprise (all verticals)
Arc 5
Jul 14, 2026
018
Building Agent Analytics
🔧
TBD
Agent adoption & quality dashboard
Arc 5
Jul 21, 2026
019
Custom Connector Patterns
🧠
TBD
Legacy systems, proprietary APIs
Arc 6
Jul 28, 2026
020
Building Custom Connectors
🔧
TBD
Internal REST API integration
Arc 6
Aug 4, 2026
Builder
Issues
Sourcing Method
Cristiano Almeida Gonçalves
#001
Customer engagement (Coca-Cola)
Raghav BN
#002, #003, #004
Customer engagement + pattern disaggregation
Pete Puustinen
#005, #006
Hackathon (Eggis Pharma) + cross-engagement pattern
Tyson Dowd
#007, #008
Internal 1:1 discussions
TBD
#009–#020
To be assigned from team meetings and 1:1s as demos surface
Customer Engagements Referenced
Customer
Industry
Issues
Engagement Type
Coca-Cola
Consumer goods / Regulatory
#001
Direct customer engagement
Eggis Pharma
Pharmaceutical
#005, #006
Budapest Hackathon (2.5 days)
(ADO internal)
Internal tooling
#002, #003
Live work item demos
(Internal)
Cross-functional
#007, #008
1:1 pattern discussions
Issues are not standalone — patterns build on and reference each other:
#001 (PDF Agent) — standalone code-first reference
#002 (Scoped Search) → #003 (Triage + Playbooks) — same agent, disaggregated
#004 (Secure Boundary) — standalone, references #001 and #002 principles
#005 (Approval Gates) → #006 (Meeting Pipeline) — concept → implementation
#007 (Holographic Memory) → #008 (Cross-Project Agent) — concept → implementation
#009/#010 (Adaptive Guardrails) — references #005 (approval as human fallback)
#011/#012 (Multi-Agent Handoff) — references #005 (escalation patterns)
#013/#014 (Persistent Memory) — references #007 (holographic memory as knowledge-layer parallel)
#015/#016 (Proactive Triggers) — references #006 (event-driven pipeline)
#017/#018 (Agent Evaluation) — references #005 (approval as quality check)
#019/#020 (Custom Connectors) — references #006 (custom Teams connector as example)
Resource
Owner
Relevance
Link
Copilot Studio and Azure
Cristiano Almeida Gonçalves (builder of #001)
Labs, accelerators, and best practices for Copilot Studio + Azure AI. Directly complements newsletter patterns for AI Search, monitoring, custom connectors, and more.
github.com/Azure/Copilot-Studio-and-Azure
How to Update This Registry
When a new issue is sourced:
Add the builder, customer engagement, and sourcing method to the tables above
Update the builder directory
Add any new customer engagements to the customer table
Note cross-references to existing issues
For planned issues (#009+), update "TBD" entries as builders are assigned