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Aditya Kolekar.

Computer Science/AI. Building software that shows its work.

Splay

A workspace for generating, reviewing, scheduling, and learning from social posts without skipping the editorial decision.

my role
Engineer, with the Splay team
status
Local-first application
field
Team project / publishing
tools
TypeScript · React · Node.js · Convex · Buffer

Why this exists

A draft generator alone leaves the hardest work to a separate process: checking claims, comparing creative options, and deciding what should actually be published.

What I worked on

Built application and API workflows for generating posts, reviewing visual media, recording decisions, scheduling campaigns, and publishing approved work through Buffer.

Integrated durable media storage and helped harden generation and review paths for production deployment.

Kept a versioned brand kit and public-safe company context close to the draft so reviewers can understand what shaped it.

Choices that mattered

  • Long-running generation and publishing jobs are serialized to avoid conflicting changes.
  • A review decision and a separate publish confirmation are required before content leaves the workspace.

What I took away

Splay made editorial judgment visible in the product. It also showed how much of an AI application is ordinary reliability work: state, media URLs, retries, and clear failure paths.