LinkLoot newsroom

Product updates and useful context

Read updates about tools and digital products, see what has changed, and find the available sources in each article. Browse the archive pages for earlier posts.

Articles and guides

Keep reading and explore a topic

Find longer articles in the blog, explore a topic through the guides, or browse earlier news.
AI & Automation
5/14/2026 3 min

GitHub opens Copilot cloud agent tasks to the REST API for scripted repo work

GitHub says Copilot Business and Enterprise users can now start and track Copilot cloud agent tasks through a public preview REST API, making large scripted repo operations easier to automate.

Read update
Tools & Apps
5/13/2026 5 min

Ardent pitches 6-second Postgres sandboxes so coding agents can test against production-like data

Ardent is launching a database-branching workflow for coding agents that promises near-instant Postgres clones, copy-on-write efficiency, and isolated testing without forcing teams onto a new database provider.

Read update
Deals & Freebies
5/13/2026 3 min

Hedy’s lifetime AppSumo deal undercuts its own one-time plan for AI meeting coaching

Hedy is running an AppSumo lifetime offer at $179, below the product’s own $299 one-time plan, while pitching real-time AI meeting coaching, summaries, and integrations.

Read update
Tools & Apps
5/13/2026 3 min

Voker wants to make AI agent analytics usable beyond trace dashboards

Voker launched as an analytics platform for AI agents, pitching self-serve insights, performance tracking, and business impact views instead of engineer-only trace spelunking.

Read update
AI & Automation
5/13/2026 3 min

Needle turns tiny tool-calling models into a real option for edge devices

Cactus Compute says Needle distills Gemini 3.1 into a 26M-parameter model for single-shot function calling, with open weights and a strong early Hacker News response.

Read update
Business & Career
5/12/2026 3 min

OpenAI Deployment Company launches with $4B to push enterprise AI from pilots into production

OpenAI says its new Deployment Company will pair forward deployed engineers with enterprises and launch with more than $4 billion in backing to turn AI pilots into production systems.

Read update