InfoQ
A Platform Engineering Playbook for Production LLMs
October 2026
Published article on InfoQ about the platform layer required to run LLM systems in production. Independent editorial venue.
30+
Federated providers
One GraphQL gateway with a read-through cache so clients query a single graph.
99.999%
Availability for millions of users
Federated gateway and caching on a tier-0 path. Minimal downtime because operations depend on it.
1 surface
Instead of tens of apps
Associates get live data in one place. Frontier and other models sit behind in-house context engineering, not raw public model access.
Selected work
Platforms other teams ship on
Four pieces of shared infrastructure: agents, Fresh forecasting, federation and localization automation.
Walmart Global Tech
Store Agentic Platform
Natural-language workflows and multimodal agents that put live store data in one place for associates. Voice, vision and text on Google ADK with MCP tools.
Read the case
Walmart Global Tech
Fresh waste and inventory forecasting
Multi-agent time-series forecasting for fresh produce. Agents check live inventory, weather and related signals so stores waste less and keep shelves accurate.
Read the case
Walmart Global Tech
Federated GraphQL and data ingestion
GraphQL federation across 30+ providers, ingestion for billions of events and a read-through cache so tier-0 traffic stays fast for millions of users.
Read the case
Red Hat
Ansible Memsource collection
Ansible collection that automates the localization pipeline through the Memsource API. 2,000+ downloads on Ansible Galaxy.
Read the case
Recognition
Talks, judging and writing you can verify
Outbound links a hiring manager or petition reviewer can open without this site.
PlatformCon
Speaker, PlatformCon 2026
2026
Invited speaker at PlatformCon, the main conference for platform engineers. Public speaker listing plus a confirmation letter from Platform Engineering.
QCon AI Boston
Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience
June 2026
Talk on production multi-agent orchestration, cost-efficient inference, MCP grounding and failure modes that show up at real workload scale.
Kingston, Jamaica
Judge, Intellibus Hackathon 2025
March 2025
Judged a 600+ participant in-person hackathon supporting Intellibus expansion in Jamaica. Listed on the event Devpost.
Writing
Writing
Articles on other sites and notes I publish here.