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114 articles
Text-to-Image, Image-to-Image, Inpainting: Which?
Changed one cup and the whole image shifted? Check what you have and what must stay, then pick text-to-image, image-to-image, inpainting, or outpainting.
2026-11-07 ·DeepDojo.AI
Write a One-Page Brief Before You Prompt AI Art
"Make a poster with a premium feel" leaves every decision to the model. Write purpose, placement, audience, core message, fixed items, and limits, then pull this round's prompt from it.
2026-11-07 ·DeepDojo.AI
When an AI Agent Needs Tools, and Which Ones
A model can't see tomorrow's weather or your orders. Decide whether a task needs outside data or real actions, then give the agent only the tools it needs.
2026-11-06 ·DeepDojo.AI
One Blueprint, Eight Parts of an AI Agent Plan
A meeting-notes agent that summarizes, extracts tasks and emails is just a feature list. Add goal, instructions, sources, tools, state, flow, guardrails and checks.
2026-11-06 ·DeepDojo.AI
Five Kinds of Guardrail Rules for an AI Agent
"Be careful" in a prompt tells an agent nothing. Cover input, output, data access, tools and human approval with rules that name a trigger and an action.
2026-11-06 ·DeepDojo.AI
Can an AI Agent Send Email or Refund on Its Own?
One wrong judgment turns an agent from saying something wrong to doing something wrong. Three permission tiers and per-action approval keep risky steps in check.
2026-11-06 ·DeepDojo.AI
Three Kinds of AI Agent Memory and How to Use Them
By round four, a travel agent suggests the city you ruled out. History, task state and long-term preferences each do a different job in keeping an agent on track.
2026-11-06 ·DeepDojo.AI
Testing an AI Agent: Fixed Cases and Process Traces
An agent that nails one demo can still fail on the next document. Use fixed cases for normal, edge and failure situations, and traces to find which step broke.
2026-11-06 ·DeepDojo.AI
One AI Agent or Several?
Splitting a simple job across four agents only adds three handoffs. Start with one, split only for real differences, and hand off just what the next agent needs.
2026-11-06 ·DeepDojo.AI
Giving an AI Agent Sources for Company Questions
Company policies, customer records and contract clauses are invisible to the model. Without sources an agent states guesses as facts. Check versions and gaps first.
2026-11-06 ·DeepDojo.AI