AI-First Systems, Agents & Cloud — Explained Clearly
Practical insights on AI-native architecture, autonomous systems, and AWS infrastructure — from long-form engineering briefs to daily cloud knowledge.
Agent Layer
Automation
Data Layer
Legacy Services
What We Cover
AI-First & Agent Systems
Agent orchestration. Tool use & planning.
AI-compatible services & MCP style patterns.
Read briefs →Cloud & Infrastructure
Cost-aware architectures. Migration intelligence.
Designing infra for AI workloads.
Read briefs →Data, Signals & Intelligence
Novel data sources enabled by agents.
AdTech, quality, fraud, telemetry.
Read briefs →Automation & Autonomous Pipelines
End-to-end autonomous systems.
Scheduling, guardrails, HITL.
Read briefs →Featured Briefs from The Algo Brief
AWS Briefs — Short, Practical, Daily
Bite-sized AWS architecture, cost, and infrastructure insights — shared daily on instagram and expanded into deep-dive blogs here.
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Scaling AWS Lambda
Pinpoint high-traffic functions and manage your concurrency limits.
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EC2 Size Cost Breakdown
The sized daily deviance manholes: as manage prowering networks.
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S3 VPC Endpoint Savings
Sister emits extrage from mistral find merrify for extent withina VPC.
Why The Algo Brief?
Most AI content is hype or theory. The Algo Brief focuses on real systems, real constraints, and real engineering tradeoffs.