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REDQUBES
✨ Engineering Field Notes

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Hard-won lessons from shipping production AI, fintech, and platform software. Long-form, technical, no filler.

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Designing Multi-Agent Systems That Don’t Collapse Under Their Own Weight
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Editor's Pick: Featured Technical Paper

Designing Multi-Agent Systems That Don’t Collapse Under Their Own Weight
AI Engineering
11 min read
May 12, 2026

Designing Multi-Agent Systems That Don’t Collapse Under Their Own Weight

Lessons from shipping a 200-agent production system: planning loops, eval harnesses and the cost of context bloat.

Daniel Reyes
Daniel Reyes
VP of AI Engineering
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Recent Field Notes

Latest articles & architecture breakdowns

Building a Ledger Engine from First Principles
Fintech
14 min read
Apr 28, 2026

Building a Ledger Engine from First Principles

Why double-entry, immutability and idempotency matter — and the data model that actually scales to 12K TPS.

Amara Okafor
Amara Okafor
Fintech Architect
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Edge Rendering with Next.js 15: A Production Playbook
Web Engineering
9 min read
Apr 14, 2026

Edge Rendering with Next.js 15: A Production Playbook

What changes when you move from Node SSR to edge — caching, streaming and the gotchas nobody warns you about.

Henrik Mueller
Henrik Mueller
Staff Web Architect
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Design Systems That Scale Across 12 Product Lines
Design Systems
7 min read
Mar 30, 2026

Design Systems That Scale Across 12 Product Lines

Tokens, primitives, layered components — and the governance model that keeps it from rotting.

Sofia Lindqvist
Sofia Lindqvist
Head of Product Design
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Kubernetes Cost Engineering: A 60% Saving Story
Cloud Platform
10 min read
Mar 18, 2026

Kubernetes Cost Engineering: A 60% Saving Story

How we re-architected requests, limits and node pools to cut a client’s cloud bill by 60% without performance loss.

Priya Raghavan
Priya Raghavan
Principal DevOps Engineer
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Building an Eval Harness for Production RAG
AI Infrastructure
8 min read
Mar 02, 2026

Building an Eval Harness for Production RAG

You can’t ship what you can’t measure. Inside the open-source eval framework we use on every AI engagement.

Marcus Chen
Marcus Chen
Senior AI Researcher
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