Checklist: Stop AI Agents From Turning Your Sandbox Into a Message Board
A sandbox can become a shared store when agents can write to the same path.
Teardowns
Keep agent workflows alive when an LLM provider goes down
A production runbook for AI-agent engineers: detect LLM provider failure, degrade, route to fallback, and notify users.
Local SQLite memory for AI CLIs: when it replaces vector stores
A local SQLite memory layer can replace bespoke vector stores for project-scoped AI coding agents when lexical search and static embeddings cover recall.
Verify Agent Office Files with a LibreOffice Round-Trip Harness
Treat agent-made office files as test fixtures: generate, open, convert, edit, re-export, and assert structure before shipping.
Sandbox an AI Agent's Postgres Access from Host Files
Lock the role, block file functions, isolate the process, and audit egress before an agent touches production data.
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Agent Integration Checklist to Close Identity, Runtime, and Governance Gaps
Agent deployments fail where identity, runtime, and governance split across products. This checklist closes the seams.
Perplexity Windows Agent: Research and File Gates
Perplexity's paid Windows agent turned local and OneDrive files into downloadable PDF and Word summaries in cited tasks. Legacy writes hit blocked access and an initial write failure.
Ship Agent PRs Like DoltLite: Gate Tests, Track Divergences, Keep Humans on Exceptions
DoltLite's agent-assisted SQLite fork hit beta with about 2,000 PRs in development, 100% sqllogictest, 99.46% TCL tests, and reported 4,809 known divergences — a model for agent PR gates.
Ship an Outlook-Resilient AI Agent: Detect Failures, Preserve Context, and Fail Over to Alternate Channels
Microsoft attributed the outage to a core authentication configuration issue and warned recovery would be gradual; agents need detection, state preservation, and fallback routing.
Get a 5-Minute Product Brief From Blood of the Dawnwalker Reviews
Cluster Blood of the Dawnwalker reviews into a brief on positives, drawbacks, and next tests.