The LinkLoot Blog

Guides, curated finds, comparisons, and community recommendations – useful and easy to scan.

Editorial hub

AI & Automation: more articles, news, and guides

This category page stays filterable but now also exposes real archive links for follow-up and neighboring pages.

Blog archiveComparisons, guides, and context.NewsroomPlatform signals, updates, and quick briefings.Guide hubsTopic hubs for deeper research.

All articles in AI & Automation

AI & Automation

5/27/2026 3 min

@ZachasADMIN

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.

AI & Automation

5/27/2026 4 min

@ZachasADMIN

Google 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.

AI & Automation

5/26/2026 4 min

@ZachasADMIN

Google 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.

AI & Automation

5/26/2026 4 min

@ZachasADMIN

AI 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.

AI & Automation

5/25/2026 4 min

@ZachasADMIN

Reasonix turns DeepSeek prefix caching into a coding-agent cost strategy

Reasonix is an open-source terminal coding agent built specifically around DeepSeek's prefix-cache economics, with GitHub, npm, and Hacker News signals pointing to a fast-moving agent workflow worth evaluating carefully.

AI & Automation

5/25/2026 3 min

@ZachasADMIN

OpenAI Privacy Filter brings on-device PII masking to Hugging Face workflows

OpenAI Privacy Filter is a Hugging Face model card for bidirectional token classification that detects and masks PII, giving teams a local option for data sanitization before AI workflows.

Scroll to load more