Palmier Pro: Operating an Agent-Connected Video Editing Workflow
A practical operations review of Palmier Pro: local MCP networking, project safety, build gates, cost boundaries, and recovery from agent mistakes.
5 min
#ai
共 32 篇文章
OpenMAIC: Operating an Interactive Classroom Beyond the Demo
An operations-focused guide to OpenMAIC, covering providers, offline exports, persistence, render capacity, and security gates.
7 min
Running PixelRAG as a Production Pipeline
A practical operations guide to rendering quality, index backends, resource budgets, evaluation reproducibility, and rollback for visual retrieval.
6 min
The missing control plane in web research agents
Why a research agent should separate discovery, evidence retrieval, archive scope, and media processing instead of hiding everything behind one crawler.
5 min
Product management after AI absorbs the paperwork
A grounded operating view of what remains when AI handles PRD drafts, meeting cleanup, competitive research, and other repetitive product work.
7 min
The Windows Backslash Is a Compatibility Debt That Still Shapes Tooling
A practical evaluation guide for Windows path separators, focused on cross-platform software compatibility, operating boundaries, failure behavior, and production readiness.
5 min
PRD-to-Spec Workflows Help Only When They Preserve Engineering Handoff Boundaries
A practical evaluation guide for PRD-to-spec workflows, focused on agent-assisted product planning, operating boundaries, failure behavior, and production readiness.
5 min
Dragonfly Adoption Should Be Governed by Workload Risk, Not Replacement Rhetoric
A practical evaluation guide for Dragonfly, focused on Redis-compatible datastore migration, operating boundaries, failure behavior, and production readiness.
5 min
Agent Data-Analysis Skills Need Evidence Boundaries More Than Prettier Charts
A practical evaluation guide for agent data-analysis skills, focused on AI-assisted analytics, operating boundaries, failure behavior, and production readiness.
5 min
Holographic Memory Makes Agent Recall Cheaper Only When Governance Comes First
A practical evaluation guide for Holographic memory, focused on agent long-term memory systems, operating boundaries, failure behavior, and production readiness.
5 min
GoDoxy Is Useful Only When Reverse Proxy Discovery Stays Governed
A practical evaluation guide for GoDoxy, focused on container discovery and reverse proxy operations, operating boundaries, failure behavior, and production readiness.
5 min
AI Browser Memberships Are a Governance Problem Before They Are a Pricing Problem
A practical evaluation guide for AI browser memberships, focused on browser-based AI subscriptions, operating boundaries, failure behavior, and production readiness.
5 min
D2 Makes Architecture Diagrams Maintainable When Teams Treat Them Like Code
A practical evaluation guide for D2, focused on diagram-as-code documentation, operating boundaries, failure behavior, and production readiness.
6 min
ByteChef Becomes Interesting When Agent Workflows Need Governed Execution
A practical evaluation guide for ByteChef, focused on AI workflow automation, operating boundaries, failure behavior, and production readiness.
6 min
Spring Boot and Apache Tika Need an Ingestion Pipeline, Not a Utility Method
A practical evaluation guide for Apache Tika in Spring Boot, focused on document ingestion services, operating boundaries, failure behavior, and production readiness.
5 min
Mistral OCR 4 Should Be Evaluated by Structure, Provenance, and Downstream Use
A practical evaluation guide for Mistral OCR 4, focused on structured document AI, operating boundaries, failure behavior, and production readiness.
5 min
Claude Code Slash Commands Work Best as a Small Development Control Surface
A practical evaluation guide for Claude Code commands, focused on repeatable coding-agent workflows, operating boundaries, failure behavior, and production readiness.
5 min
All-POST APIs Are an Operations Contract, Not an API Religion
A practical evaluation guide for all-POST API design, focused on API style decisions, operating boundaries, failure behavior, and production readiness.
5 min
SGLang Should Be Judged as an Inference Operations Layer
A practical evaluation guide for SGLang, focused on LLM inference serving, operating boundaries, failure behavior, and production readiness.
6 min
Taste Skills Help Teams Remove AI Landing-Page Smell Before It Ships
A practical evaluation guide for taste skills, focused on AI-assisted product design review, operating boundaries, failure behavior, and production readiness.
5 min