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Ada has added code tools that run a restricted Python subset inside agent conversations. They can transform API responses, perform deterministic calculations and call allowlisted domains, while MCP-authored changes can be staged and reviewed before promotion.
LFM2.5-DSpark adds roughly 300M-parameter draft models for LFM2.5 1.2B, 2.6B and 8B-A1B. Liquid reports large throughput gains on H100 and M4 Max, but the gains vary sharply by model and workload and current llama.cpp integration still has practical edge cases.
The August 20 tagging overhaul collapses Google’s lightweight tag and GTM into one platform, changing how marketers manage measurement code without requiring existing Google tags to behave differently on-page.
Fin’s new Evals and Releases features let teams test agent changes against simulated conversations before publishing, bundle configuration into a release, ramp traffic or A/B test it, and feed failures from live Monitors back into the next iteration.
GitHub Issues now gives agent automations confidence levels, rationales and optional approvals, letting teams automate routine triage while holding uncertain changes for review.