Mia Parker
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
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
TutorialsClaude Haiku 5.5 vs GPT-6 Luna
Haiku 5.5 and GPT-6 Luna both list at $0.10/$0.50, but only under 100K tokens. Where the bills split, what the shared table shows, and how to test both.
Mia Parker
October 8, 2026
Ai And Agent Trends
ChatGPT can now watch your project board. What event-driven agents need next.
ChatGPT can now watch a project board through MCP Events and team tasks. The trigger is the easy half: who owns the plan, where it lands, and how to route it.
Mia Parker
October 2, 2026
TutorialsCan You Run Coding Agents on Claude Sonnet 5.5 for Free?
Sonnet 5.5 is free to chat with on Claude.ai, but Claude Code is not on Free and a chat seat cannot start a run. The real free routes and the cheapest setup.
Mia Parker
September 29, 2026
ToolsGPT-6 Sol at $0.27 a Task: What Your Fixed Agent Budget Now Buys
OpenAI put GPT-6 Sol at $0.27 per AutomationBench task against Claude Opus 5 at 11.1x that. What a fixed monthly agent budget now buys, and why the new ceiling is your reviewers.
Mia Parker
September 23, 2026
TutorialsHow to Run GPT-6 Luna Agents in Sharkly
Bind gpt-6-luna as a Runtime on one Computer, keep the cheap lane visibly separate from the expensive one, size the timeout for a slow first token, and decide where a $0.10 model belongs in a Crew.
Mia Parker
September 23, 2026
ToolsWhen a Cheaper Model Costs More: Price Agent Runs Per Accepted Change
GPT-6 Luna at $0.10 per million tokens lowers the price of an attempt and raises attempts, output and decisions per shipped change. Price agent runs per accepted change, not per token.
Mia Parker
September 23, 2026
TutorialsWhat Kie.ai Actually Costs: Credits, Per-Model Rates, and the Fine Print
How Kie.ai credits work, what the per-model rates look like, whether failed requests are charged, and when going direct to the provider is the better deal.
Mia Parker
September 22, 2026
ToolsGemini CLI Parallel Agents: Running Several Gemini Tasks Side by Side
Run several Gemini CLI tasks side by side without collisions. Step-by-step worktree setup, the failure mode at each step, and where a task board takes over.
Mia Parker
September 20, 2026
TutorialsWhich Coding Agent Should Get This Task?
Stop routing tasks to whichever terminal is focused. Route on the task's shape, risk, file overlap, autonomy horizon, and cost, with a checklist you can run today.
Mia Parker
September 17, 2026
ToolsWhy an Agent Platform Should Not Sell You Tokens
Sharkly does not sell tokens. Runs bill against the Claude Code, Codex, or API plan attached to the Runtime, not a resold token balance. What that separation costs you, and what it saves.
Mia Parker
September 15, 2026
Human-Agent CollaborationCoding Agent Observability: Status, Logs, and Failure Signals That Matter
Coding agent observability is more than status and logs. Learn the three signal layers, the six failure signals that actually matter, and how much you need by team size.
Mia Parker
September 15, 2026
ToolsOpenMontage: Agentic Video Production, and the Approval Problem It Surfaces
OpenMontage gives your coding agent eleven video pipelines with approval gates before spend. What it produces, the AGPL decision, and who signs off on the result.
Mia Parker
September 10, 2026