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EDITORIAL DESK ARCHIVE

Agentic AI

Autonomous agent swarms, tool execution, long-horizon planning, and state management.

Research Breakdown Agentic AI

TryCase: Let AI Coding Agents Test Their Own Code (2026 Guide)

TryCase provides disposable Linux desktop environments for AI coding agents to run and test applications end-to-end. It integrates via installable skills (npx skills add bencsn/trycase-skills) or direct CLI (npx trycase)...

Deepak Bagada Deepak Bagada
7m read
Briefing Agentic AI

TencentDB Agent Memory: 4-Tier Local Memory That Cuts Tokens 61%

TencentDB Agent Memory is an MIT-licensed open-source memory system from Tencent Cloud with 7,274 GitHub stars. It provides a 4-tier local-first memory pipeline (L0 Conversation, L1 Atom, L2 Scenario, L3 Persona) that ru...

Deepak Bagada Deepak Bagada
7m read
Briefing Agentic AI

Tabstack Browser Automation Guide: AI Agent Web Access in 2026

Tabstack is a browser automation API developed by Mozilla that lets AI agents extract structured data and automate browser actions through a single API call using the page's accessibility tree instead of screenshots. It...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown Agentic AI

Orca: Run Parallel Coding Agents on Desktop and Mobile (2026)

Orca is an open-source Agent Development Environment (ADE) from Y Combinator-backed stablyai for running multiple AI coding agents in parallel git worktrees. It supports 30+ CLI agents including Claude Code, Codex, Curso...

Deepak Bagada Deepak Bagada
14m read
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