Articles

AI engineering notes from real workflow work

Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.

AI
AI Observability • Jun 09, 2026

Team Workflow: agent observability

How engineering, product, and operations teams should collaborate. how traces, spans, tool logs, and feedback loops expose system behavior

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AI
AI Agents • Jun 08, 2026

Scaling Notes: AI agent routing

How the workflow changes as traffic, users, or data volume grows. how to route work across specialized agents without losing control

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BA
Backend Engineering • Jun 08, 2026

Tooling Map: backend API observability

A map of useful tools, libraries, and platform decisions. how request logs, traces, and metrics expose production failures

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PR
Product Engineering • Jun 08, 2026

DropTicks Field Notes: customer account systems

Opinionated engineering notes for practical AI and software delivery. how login, saved content, and user activity shape product loops

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MO
Mobile Engineering • Jun 08, 2026

Implementation Checklist: offline-first mobile AI

A practical checklist for building and reviewing the workflow. how to design resilient mobile experiences around network and model constraints

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SO
Software Engineering • Jun 07, 2026

Evaluation Strategy: event-driven architecture

How to measure quality, reliability, and operational readiness. how streams, queues, and workflow engines coordinate systems

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CH
ChatGPT Tips, Software Engineering • Jun 07, 2026

ChatGPT Tip: Ask For API Request Examples

Good API help includes payloads, errors, and validation.

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AI
AI Observability • Jun 07, 2026

Deployment Playbook: agent observability

How to prepare the workflow for CI/CD and production operations. how traces, spans, tool logs, and feedback loops expose system behavior

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AI
AI Agents • Jun 07, 2026

Tooling Map: AI agent routing

A map of useful tools, libraries, and platform decisions. how to route work across specialized agents without losing control

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BA
Backend Engineering • Jun 07, 2026

Team Workflow: backend API observability

How engineering, product, and operations teams should collaborate. how request logs, traces, and metrics expose production failures

Read article → Save
PR
Product Engineering • Jun 07, 2026

Scaling Notes: customer account systems

How the workflow changes as traffic, users, or data volume grows. how login, saved content, and user activity shape product loops

Read article → Save
MO
Mobile Engineering • Jun 06, 2026

Architecture Guide: offline-first mobile AI

A system-design view for planning production implementation. how to design resilient mobile experiences around network and model constraints

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