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Home Articles by Sid Savara

Writing Archive

A hand pauses over a notebook beside a laptop showing a collection of maps and image experiments.

Reflections on Collaborating With an AI Agent

Building a private almanac with an AI agent gave me a chance to work differently: let it explore, inspect what came back, and help it find the next direction without needing to work through every implementation detail myself.

AIAI AgentsExperimentationJudgment
A clean tablet geography page sits in front of the much larger research workspace that produced it.

Strategic Pruning: Deciding What Belongs in a Minimum Viable Product

The low cost of exploration and addition led to a quickly expanding project. The final step was going in the opposite direction – reducing what made it into the final product, allowing the almanac to fade into the background and be a small piece of the overall detective experience.

AIAI AgentsPrioritizationTradeoffs
A blank tablet search sits beside a large archive as a hand pulls one record for inspection.

AI Solved the Problem I Pointed It At. I Had Aimed Too Narrowly.

One failed search during gameplay exposed a swath of data we had initially missed. This led us to greatly expand our source material and audit 5,441 records, ultimately resolving the missing entries and improving search.

AIAI AgentsCritical ThinkingSoftware Engineering
A reviewer uses a stylus to compare source and rewritten material side by side on a tablet.

The Agent Built What I Asked, But Not What I Meant

Unclear requirements led the agent to produce a polished AI rewrite that sounded complete while dropping the details that mattered. Once again, building a system to validate the output was as important as the system and process generating the output.

AIAI AgentsClear CommunicationSoftware Engineering
A map-rendering process continues on a wide monitor as dawn appears outside an empty workspace.

Learning to Trust an AI Agent With the Goal, Not Dictate Every Step

The recovered maps were too small to reuse. An agent rebuilt thirteen modern equivalents overnight, preserving the old game’s regional logic without preserving its pixels.

AIAI AgentsDelegationExperimentation
A hand points to faint arches emerging from a grid of corrupted image-decoder attempts.

The Agent Explored Different Paths. I Chose Which To Follow.

A screenshot gave the agent a direction, but human judgment spotted the faint resemblance that helped us move from failed renders to a working decoder.

AIAI AgentsExperimentationSoftware Engineering
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