Human-Agent Collaboration
Human-Agent CollaborationHaiku 5.5 as a Subagent or as Its Own Agent: Where Cheap Work Should Live
Anthropic built Haiku 5.5 to be a subagent. A placement rule for cheap work: in-run subagent when the lead checks it, its own Agent and Task when it ships.
Lucas Hayes
October 8, 2026
Human-Agent CollaborationHow to Run Claude Haiku 5.5 Agents in Sharkly
Run Claude Haiku 5.5 agents in Sharkly: pin claude-haiku-5-5 in Claude Code, set it in the Agent's Custom arguments, and keep runs under the 100K price step.
Sophia Carter
October 8, 2026
Human-Agent CollaborationCodex Cloud Is Here. When Should Your Agents Still Run on Your Own Computers?
Codex cloud runs tasks in reusable environments while your laptop sleeps. When your own Computers still win: other Runtimes, private networks, custom hardware.
Lucas Hayes
October 2, 2026
Human-Agent CollaborationOpenAI's Agents API Runs the Loop for You. Who Runs the Agents?
OpenAI's Agents API hosts the Codex harness and, since DevDay, computer use with approval events. What stays with your team: assignment, review, acceptance.
Leo Harrison
October 2, 2026
Human-Agent CollaborationMixed-Model Crews: Cheap Workers, an Expensive Reviewer, and the Handoff Between Them
Cheap GPT-6 Luna workers plus a Claude Opus 5.5 reviewer only works if the handoff carries evidence, not a summary. The packet a worker returns, what the reviewer sends back, and the caching math.
Ryan Mitchell
September 23, 2026
Human-Agent CollaborationTen Agents on GPT-6 Luna or One on Opus 5.5: Which Configuration Actually Ships More
GPT-6 Luna is 93% cheaper per task than Claude Opus 5 on DeepSWE 1.1 while scoring 66.6%. Ten cheap agent runs or one expensive one: it depends on whether a test suite or a person picks the winner.
Sophia Carter
September 23, 2026
Human-Agent CollaborationCoding Agent Permissions: What an Agent Should and Shouldn't Be Allowed to Do
Coding agent permissions in three layers: runtime tools, the machine and its credentials, and task scope. The failure mode at each step, plus a checklist for what an agent should and shouldn't do.
Leo Harrison
September 20, 2026
Human-Agent CollaborationHuman Review Is the Bottleneck: Designing Review for Parallel Agents
Run agents in parallel and review becomes the constraint. An operating model, statuses, and review gates: agents move to Ready for review, humans move to Done, with a worked example from ticket to merged PR.
Ashley Innocent
September 17, 2026
Human-Agent CollaborationOperations Teams and AI Agents: Triage, Automate, Close the Loop
Operations work arrives unpredictably. Here's how Sharkly splits it: Triage for the unpredictable third, Automations for the recurring rest, and results that return to the Task for human review.
Leo Harrison
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
Human-Agent CollaborationWhat Happens When Two Coding Agents Edit the Same File
Point two coding agents at the same file and there is no lock, just whoever saves last. Here is the collision step by step: silent clobber, visible merge conflict, invisible semantic break, plus a checklist to run before your next parallel session.
Ashley Innocent
September 15, 2026
Human-Agent CollaborationAI Assistants vs AI Agents: What Changes When You Stop Watching?
An AI assistant works inside your session; an AI teammate is assigned work that outlives it. The five things that change at work, and where the teammate metaphor breaks.
Aiden Flux
September 10, 2026
Human-Agent CollaborationCodex Lets You Raise the Subagent Cap to 64. Here Is What Breaks First.
agents.max_concurrent_threads_per_session is real, but the default is unpublished. What the Codex reference says, and the three things that break when 64 subagents share one session.
Sophia Carter
September 10, 2026
Human-Agent CollaborationProject Management Tools for Human-Agent Collaboration
Compare project management tools for human-agent collaboration on parallel execution, team visibility, review, and own-machine runs, then pick one by team size.
Sophia Carter
September 10, 2026
Human-Agent CollaborationCodex Parallel Agents: How to Run Multiple Codex Tasks at Once
Run multiple Codex tasks in parallel without merge collisions. Step-by-step worktree setup, the failure mode at each step, and where a task board takes over.
Aiden Flux
September 10, 2026