Copilot adds agent stop hooks and stricter CLI sandboxing; VS Code surfaces subagent activity
You’ve got real stop hooks and stronger guardrails—use them to make agent runs safer, auditable, and easier to debug.
You’ve got real stop hooks and stronger guardrails—use them to make agent runs safer, auditable, and easier to debug.
Opus 5 brings near-flagship capability at a big discount—make Sonnet 5 your default and reserve Opus 5 for the hard stuff.
Agent security is becoming runtime-first: automate the block and verification loop, then carefully expand what runs without a human.
Agentic automation turns small infra gaps into full kill chains—lock down egress, isolate runtimes, and watch behavior, not just endpoints.
Sol won’t burn your quota while waiting anymore—good for throughput, but keep an eye on billing math and capacity.
India-local pricing makes AI coding tools cheaper—now is a good time to pilot Cursor against your current stack.
Double-check Perplexity plan entitlements before hardwiring model choices into your pipelines.
Stop shipping answers; ship agents that safely change state.
Make agent steps sandboxed and state explicit if you want reliability, safety, and debuggability at scale.
Most of your AI bill is reused context—trim it with a context-pruning layer and prove quality holds before rolling out.