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Human-Agent CollaborationCan You Run Coding Agents on GLM-5.3-Flash for Free?
OpenCode made GLM-5.3-Flash free on October 16, 2026, a day after DeepSeek V4.1 Flash. Only an Agent on an OpenCode Runtime can use it. Setup, the 200K and PDF limits, and why its uneven response times make it a background-Task model.
Ashley Innocent
October 16, 2026
Can You Run Coding Agents on DeepSeek V4.1 Flash for Free? Yes, Through OpenCode
OpenCode made DeepSeek V4.1 Flash free on October 15, 2026, but the free tier answers only OpenCode. An Agent on an OpenCode Runtime can use it; Claude Code and Codex Agents can't. Setup, the 200K context limit, and the plan for when the promotion ends.
Ashley Innocent
October 16, 2026
TutorialsHow to Run Muse Wonder Agents in Sharkly
Run Meta's Muse Wonder as a Sharkly lane: a Codex provider for api.meta.ai on the Computer, the model in Custom arguments, and the long Tasks routed to it.
Ashley Innocent
October 15, 2026
Human-Agent CollaborationMuse Wonder Full Is Subscription-Only. What That Means for an Agent Team
Muse Wonder Full runs only in Muse Code on a $50+ plan. For a team on a shared board, the strongest model is personal, unlogged, and on Contributor data terms.
Ryan Mitchell
October 15, 2026
Human-Agent CollaborationMuse Wonder vs Claude Opus 5.5: Which Agent Gets the Long Task?
Same price, different Agents. Route long blocker-heavy Tasks to Muse Wonder (SWE-Marathon 53.1 vs 46.3), keep terminal, knowledge and review on Opus 5.5.
Mia Parker
October 15, 2026
ToolsMuse Wonder Checks In Before Important Actions. Who Answers?
Muse Wonder asks before important actions. In a terminal that is a stalled run; on a Sharkly Task it is a review step with context, a queue and a timeout.
Ashley Innocent
October 15, 2026
ToolsFree, Open-Source, AI-Native Alternatives to Monday: The Honest List
monday.com sells seats and meters AI by the credit. Why both strain once agents do the work, the open-source options, and what each of the three requirements costs you.
Ashley Innocent
October 13, 2026
ToolsMulti-Agent Collaboration Platform: Features That Matter
Eight features that decide whether a multi-agent platform actually helps: agents as assignees, isolated runs, run state, an attention queue, a review gate, and more.
Fallon Jimmy
October 13, 2026
TutorialsLLM-Based Human-Agent Systems (LLM-HAS): A Practical Guide
LLM-HAS is the research name for designing humans into agent systems on purpose. The five components from the survey, translated into decisions for a team running coding agents.
Fallon Jimmy
October 13, 2026
TutorialsWhat Is an Agent OS? Architecture, Components, and Use Cases
Agent OS traces to a real design: the AIOS kernel with scheduling, context, memory, storage, tool and access management. What exists today, and how to read the claim.
Leo Harrison
October 13, 2026
ToolsOpenAI dots, explained: always-on agents, and what a team still needs around them
OpenAI dots are always-on ChatGPT agents on GPT-6 Astra with their own cloud computer. What they do well, and what a team running several agents still needs.
Leo Harrison
October 13, 2026
TutorialsHow to Run GPT-6.1 Sol Agents in Sharkly
GPT-6.1 Sol reaches Sharkly through the Codex Runtime. Check each Computer's Codex default, pin or follow it, drop none effort, and route your Crew.
Lucas Hayes
October 13, 2026
Human-Agent CollaborationGemini 4 Argon for Coding Agents: Setup, Costs, and Which Tasks to Route to It
Gemini 4 Argon went GA on October 13 as gemini-4-argon on the paid Gemini API, with no free tier. Run it as a Gemini CLI Agent: a paid key, one pinned model value, a one-line smoke test before the first Task, and a routing rule for when Argon gets the work.
Lucas Hayes
October 13, 2026
ToolsCan You Run Coding Agents on Gemini 4 Argon for Free? No. Here's What It Costs
No. Gemini 4 Argon went GA on October 13 with no free API tier: $2/$10 per million tokens through November 30, then $4/$20. Pro and Ultra include it in the Gemini app but can't drive Gemini CLI. Every route compared, and what a four-Agent Crew spends.
Mia Parker
October 13, 2026
Human-Agent CollaborationGemini 4 Argon, GPT-6 Astra, Claude Opus 5.5: Three Frontier Models, Three Different Winners
Gemini 4 Argon is now GA, and Google's own table still hands five rows to GPT-6 Astra and Claude Opus 5.5, including both Terminal-Bench rows. No lab owns every row, so no lab should own the board: write a routing rule and test it on your own codebase.
Mia Parker
October 13, 2026