Tutorials
TutorialsCheap Browser Agents with Haiku 5.5: The Review Queue Is the New Cost
Haiku 5.5 scores 72.4% partial credit but 37.1% strict on OSWorld. How teams design browser-agent Tasks, review and submit gates around that gap.
Leo Harrison
October 8, 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
TutorialsSonnet 5.5 or Opus 5.5: Which Agent Gets the Task?
Sonnet 5.5 costs half of Opus 5.5, but effort decides cost per task. A written routing rule for coding agents: which model, what effort, when to escalate.
Sophia Carter
September 29, 2026
TutorialsModel Handoffs Lose the Reasoning: What Claude Sonnet 5.5 Changes for Multi-Agent Work
Claude Sonnet 5.5 binds thinking blocks to the model, conversation and account, so reasoning never survives an agent handoff. What the Task must carry instead.
Leo Harrison
September 29, 2026
TutorialsClaude Sonnet 5.5 vs GPT-6 Sol: Two Runtimes at the Same Price
Claude Sonnet 5.5 and GPT-6 Sol both list at $2/$10. What the shared benchmarks show, why cost per task flips with effort, and how to test both on your code.
Lucas Hayes
September 29, 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
TutorialsHow to Run Claude Sonnet 5.5 Agents in Sharkly
Run Claude Sonnet 5.5 agents in Sharkly: pin claude-sonnet-5-5 in Claude Code on a Computer, tune the Agent for medium effort, and keep Opus 5.5 as reviewer.
Ryan Mitchell
September 29, 2026
TutorialsWhen an Agent Run Outlives Your Workday: Designing Review for 18-Hour Agents
Claude Opus 5.5 stays on task 18+ hours. A run that outlives your day inverts review. The stop condition, waiting state, and owned inbox that make overnight agent runs safe to return to.
Ryan Mitchell
September 23, 2026
TutorialsHow to Run Claude Opus 5.5 Agents in Sharkly
Put Claude Opus 5.5 on your team's board: set claude-opus-5-5 in Claude Code on a Computer, size the per-Task timeout for an 18 hour run, and assign one Task the team can review.
Ashley Innocent
September 23, 2026
TutorialsHow to Run GPT-6 Sol Agents in Sharkly
Bind gpt-6-sol as a Codex Runtime on one Computer, set up prompt caching before you scale the Crew, size the per-Task timeout for a slow first token, and assign one Task the team can review.
Ryan Mitchell
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
TutorialsModel Routing for Agent Crews: Which Tasks Go to Luna, Sol, or Opus 5.5
GPT-6 Luna, Sol and Claude Opus 5.5 are forty times apart on input price. Write down which Task class goes to which Runtime, where escalation stops, and why routing is a cost lever, not throughput.
Lucas Hayes
September 23, 2026
TutorialsGPT-6 Sol as a Crew Leader: When the Leader Seat Stops Being the Expensive One
GPT-6 Sol at $2 / $10 makes the Crew leader seat affordable on every Crew. What leader-first execution actually costs, when Astra or Opus 5.5 still earns the seat, and the review queue a price cut does not fix.
Leo Harrison
September 23, 2026
TutorialsPrompt Injection and Agent Guardrails: Why Claude Opus 5.5 Does Not Replace Your Review Gate
Claude Opus 5.5 reports 85% fewer successful boundary circumventions. That is a ratio, not a floor, and it landed the week agent runs got cheaper. What it changes about review, and what it does not.
Lucas Hayes
September 23, 2026
TutorialsCheaper Opus 5.5 Does Not Mean More Shipped: Why Model Price Was Never Your Ceiling
Claude Opus 5.5 costs 40% less to run than Opus 5, and GPT-6 Luna less again. Cheaper models raise how fast agent work arrives, not how much your team can review and accept.
Sophia Carter
September 23, 2026