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Developer Tools

Does trunk-based development raise or lower security risk?

Trunk-based development means small, frequent merges. DORA ties it to better delivery. Here is what that means for security, and what it needs to be safe.

Oct 18, 20263 min read
Developer Tools

Trim agent context: clear old tool results to cut token cost

Long agent runs re-send old tool output on every turn. Context editing clears stale results server side. Learn the settings and the cache tradeoff.

Oct 18, 20263 min read
Developer Tools

Triage AI review comments: nit, suggestion or blocker?

AI review bots comment on everything. A simple three level triage, borrowed from Google's review practices, separates nits from comments that must block.

Oct 18, 20263 min read
Developer Tools

Track AI spend per team: showback options for LLM costs

Who spent the AI budget? Compare seat reports, API workspaces, cloud billing, OpenTelemetry and gateways for per team cost tracking, per Anthropic docs.

Oct 18, 20263 min read
Developer Tools

The traceparent header explained, field by field

Break down the W3C traceparent header: version, trace ID, parent ID and flags, plus what your service should do when the header is missing or invalid.

Oct 18, 20263 min read
Developer Tools

Fixing the Safeguard MCP error: tool is not enabled for this tenant

The error means the tool exists but your workspace has not turned it on. Copy the tool name and ask an administrator to enable it under Feature Flags.

Oct 18, 20263 min read
Developer Tools

Toil in security operations: what to automate first

Toil is manual, repetitive, automatable work with no lasting value. How to find it on a security team and choose what to automate first, per Google SRE.

Oct 18, 20263 min read
Developer Tools

Whiteboard, spreadsheet or tool: how to choose a threat modeling approach

Compare three ways to record threat models: whiteboard, spreadsheet and a dedicated diagram tool such as OWASP Threat Dragon, and when each fits.

Oct 18, 20263 min read
Developer Tools

Thread border router explained: how it differs from a hub

A Thread border router connects a Thread mesh to your Wi-Fi or Ethernet. What it does, why it is not a hub or gateway, and what to keep updated.

Oct 18, 20263 min read

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