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.Minicor is pitching self-healing desktop automation for legacy systems
Minicor is a YC-backed RPA platform for deploying computer-use agents into legacy desktop systems, with self-healing recovery, observability, and Windows VM execution for API-poor industries.
Read updateSuperset turns local CLI coding agents into parallel worktree workflows
Superset is a source-available macOS IDE for running multiple CLI coding agents in isolated Git worktrees, with built-in terminal, diff review, and editor handoff workflows.
Read updateGoogle ADK for Java 1.0.0 makes production agents feel more like backend software
Google’s ADK for Java 1.0.0 adds agent tooling that matters to Java teams: Maps and URL grounding, code execution, plugins, event compaction, human approval workflows, session services, and native A2A support.
Read updateGoogle ADK for Kotlin and Android brings agent workflows closer to mobile apps
Google announced ADK for Kotlin 0.1.0 and ADK for Android, giving developers a path to build agent workflows that can mix cloud models with on-device Android execution.
Read updateOpenRouter Toolkit catches model capability mistakes at compile time
OpenRouter Toolkit is a small Rust project that validates OpenRouter model IDs and required capabilities before code ships. The practical angle is simple: agent and automation teams can catch wrong model names, missing tool support, or unsupported image/text combinations during compilation instead of at runtime.
Read updateAI Agent Token Cost Calculator: Estimate Codex and Claude Code Waste Before It Compounds
TinyOps Studio’s browser-based calculator helps teams estimate monthly AI coding-agent token spend, model avoidable waste, and decide whether workflow cleanup is worth the time.
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