The median SaaS LTV forecast looks almost right at 12 months, but that average hides huge misses in both directions. For acquisition budgets, payback planning and company valuation, ChartMogul’s new 3,331-company analysis argues for treating LTV as a directional indicator rather than a precise revenue forecast.
MHS is an attempt to make microscopes, liquid handlers, robotic arms and other programmable hardware look like a consistent tool surface to AI agents. It is still a research preview, but the interoperability layer is already being tested with research institutions and hardware vendors.
Search Console can now treat supported social and video accounts as properties, exposing Google impressions, clicks, queries and post-level performance for Instagram, TikTok, X and YouTube content.
Laravel now has a framework-native approval flow for AI tools: approvable tools can pause an agent, surface arguments and reasons, then resume the same persisted conversation after a human decision.
GitHub’s new token-type controls let responders revoke PATs, SSH keys, OAuth app tokens or GitHub App user tokens selectively instead of invalidating every credential belonging to a user.