#comparison
Every post tagged "comparison".
48 posts · showing 1–10
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Your Inbox Agent Wakes Every 15 Minutes to Find Nothing. Cron or Event Trigger? Decide by What a Wasted Run Costs.
The trigger is the least-discussed design choice in a personal agent, and it quietly decides your bill, your duplicate rate and how stale its answers are. A simple test for choosing between a schedule and an event, and why the best setup usually uses both.
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One Big update_task Tool or Three Small Ones? Your To-Do Agent Only Sees the Names and Descriptions
A to-do agent archived a task you meant to finish, and the tool was working fine. The model picks tools from a short menu of names and descriptions, so how you split that menu decides how often it picks wrong.
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Your Support Agent Still Remembers the Customer Who Was Furious in March. Decide What Memory Expires Before You Decide What It Stores.
Cross-session memory fails less often from forgetting than from remembering too long. A four-class expiry scheme for support agents, and the one field every stored memory needs.
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Adopt the Agent Framework or Write the Loop Yourself? Count the Defaults You'd Have to Override
Framework feature lists don't settle this choice. What settles it is how many of the framework's hidden defaults your agent would have to fight, and a short audit on one real task tells you before you commit.
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Your Assistant Agent Reads Your Inbox and Pays Your Bills. Split It Where the Permissions Change, Not Where the Topics Do.
An email agent, a calendar agent and a finance agent look like clean architecture. They leave every agent exactly as manipulable as before and add three handoffs. There is a better place to draw the line.
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Before You Adopt an Agent Framework, Try to Break Its Loop: Four Escape Hatches You'll Need by Week Three
Time-to-demo is the one framework criterion that stops mattering the moment you ship. Four seams to test in an afternoon — and the production incident each one predicts.
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Parallel Subagents or One Agent in Sequence? Check Whether the Subtasks Share a Write
Fanning a task out to five workers looks five times faster, until two of them update the same record and the last write quietly wins. One question about shared writes settles most parallel-vs-sequential calls.
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Can You See the Raw Messages? The Question That Sorts Agent Frameworks
Every agent framework demos well. The one that survives your first 2am incident is the one that will hand you the exact bytes it sent to the model — and let you change them before they go.
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"Done" Is Not a Handback: What a Worker Agent Should Actually Return to Its Supervisor
A worker agent reporting "completed" tells its supervisor nothing it can verify. Here is the handback shape that makes a fabricated result catchable by code instead of by a second model's opinion.
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Framework or Raw SDK? The Test Is Whether You Can Print the Exact Prompt
The framework debate is usually argued on taste. There's a faster test: build a two-tool agent and try to dump the exact request it sends on turn four. How hard that is predicts your next six months of debugging.