Articles

AI engineering notes from real workflow work

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

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

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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

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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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SO
Software Engineering • Jun 06, 2026

Common Failure Modes: event-driven architecture

The mistakes teams should identify before launch. how streams, queues, and workflow engines coordinate systems

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CH
ChatGPT Tips, Software Engineering • Jun 06, 2026

ChatGPT Tip: Use ChatGPT For SQL Help

SQL prompts need schema, desired output, and performance constraints.

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AI
AI Observability • Jun 06, 2026

Security Review: agent observability

The security and permission concerns that should be reviewed. how traces, spans, tool logs, and feedback loops expose system behavior

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AI
AI Agents • Jun 05, 2026

Team Workflow: AI agent routing

How engineering, product, and operations teams should collaborate. how to route work across specialized agents without losing control

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BA
Backend Engineering • Jun 05, 2026

Deployment Playbook: backend API observability

How to prepare the workflow for CI/CD and production operations. how request logs, traces, and metrics expose production failures

Read article → Save
PR
Product Engineering • Jun 05, 2026

Tooling Map: customer account systems

A map of useful tools, libraries, and platform decisions. how login, saved content, and user activity shape product loops

Read article → Save