The 2026 Stack Overflow survey on AI: cost controls, trust and what to measure
Daily coding agent use is the norm, cost controls are mostly blunt limits, and developers switch tools for quality, not price. What leaders can take from it.
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#Budgets
Per-person and per-team spending limits for AI tools.
Copilot code review in October: who pays, how deep it looks, and what it skips
Balanced is now the default, organisations can take over the bill, and an API arrived. What Copilot code review costs per pull request, and the settings to set.
Keep AI spend in check with per-person budgets and SpanDock Mind
Turn on the SpanDock model proxy, give each person a budget, choose what happens at the limit, and see what was spent and saved.
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