June 21, 2026

Agentic Frameworks, Tooling, Skills

• SuperAgent Harness, https://github.com/trending/python?since=daily — Open-source long-horizon agentic framework with built-in sandboxes, persistent memory, subagents, and a message gateway; replaces fragile custom chaining for research/code generation loops and cuts manual orchestration overhead. [Source: https://github.com/trending/python?since=daily]
• Agentic Video Production System, https://github.com/trending/python?since=daily — 12-pipeline, 52-tool studio converting code assistants into automated video production; demonstrates a reusable skill-routing pattern applicable to aerospace telemetry visualization and rover simulation output pipelines. [Source: https://github.com/trending/python?since=daily]

Notable Research

Nothing new today.

Frontier Lab Updates

Nothing new today.

Models to Download & Try

• Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF, https://huggingface.co/Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF — ~27B / 0.5B (HF metadata mismatch). ~13–14GB VRAM (Q4_K_M). Targets agentic loop pacing and inference latency over heavier code models. No benchmarks visible. [Source: https://huggingface.co/models?sort=trending]
• datalab-to/lift, https://huggingface.co/datalab-to/lift — 10B vision-audio-text grounding. ~5–6GB VRAM (Q4_K_M). Expands multi-modal aerospace/robotics vision-scraper capacity without context overflow. No benchmarks visible. [Source: https://huggingface.co/models?sort=trending]

Skipped as Already Covered

• GLM-5.2 (753B/40B active, 1M context, MIT) — covered 6/16/6/18
• Fable 5 / Mythos 5 export control & Claude fallback routing — covered 6/16/6/18/6/19/6/20
• S-Agent / FAPO / Current World Models / HumanScale papers — covered 6/19/6/20
• DragMesh-2 / JanusMesh / Thinking with Visual Grounding / Context-Aware RL — covered 6/20
• LedgerAgent agentic state enforcement / agentskills.io security pack — covered 6/20
• FastContext / TokenPilot / Tangram context routing & KV compression — covered 6/16/6/19