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Homebrew 7.0 turns package vulnerability checks into a built-in workflow — after closing a sudo-capable cask flaw

The practical change is bigger than another package-manager version. Homebrew can now tell operators whether vulnerabilities are actually outstanding in the formula revisions they installed, while its own recent advisories show why package-manager metadata, uninstall paths and build isolation deserve the same scrutiny as package contents.

Cognition’s Fusion uses a frontier lead and cheaper sidekick to cut coding-agent task cost

Fusion is interesting less as another routing feature than as a different agent-cost architecture: two persistent model contexts divide planning, review and execution instead of making one expensive model handle every token. The practical question for builders is shifting from token price to cost per completed task.

Reddit Ads API is changing campaign objectives and retiring onsite lead forms in September

The technical migration is unchanged, but Reddit's documentation has proven unusually volatile. Integrations should now treat September 21 as the current objective/form readiness date and December 8 as the current published cutoff for HOUR reports longer than seven days—while continuing to recheck the live docs before each deadline.

Gemini 3.8 Flash raises agent capability at the same token price — but may use more tokens per task

Gemini 3.8 Flash keeps 3.7 Flash’s promotional per-token rate and Flash-tier latency, but early independent analysis suggests harder reasoning can increase tokens consumed per task. A separate 3.8 Flash Cyber model is available only through Google’s Fairwind defensive-security program.

LinkedIn Ads API adds a 1,000-segment audience cap as Legacy Geo shuts down August 31

Audience-management systems can now fail with `SEGMENT_LIMIT_EXCEEDED`, while old geography identifiers begin returning invalid-field errors after August 31. LinkedIn also opened the Matched Audiences API to applications from qualified developers, increasing the importance of handling these limits correctly.

Amazon joins YouTube Shopping so creators can tag products instead of relying on description links

The integration brings Amazon’s catalog into YouTube’s native shopping layer. It reduces the gap between product recommendation and purchase compared with description links, but access currently requires both YouTube and Amazon affiliate eligibility and is still limited to a select group of creators.

Anthropic’s Model Hardware Standard gives AI agents a shared interface for physical devices

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.

Private SaaS median ACV falls to $24K as bootstrapped firms stay on smaller contracts

The latest private-SaaS deal-size benchmark shows median ACV moving down, with bootstrapped companies at $18,643 versus $39,880 for equity-backed peers. For small SaaS operators, the useful question is whether larger contracts improve retention and economics enough to justify the longer sales motion.