Databricks Integration Deep Dive: Teaching Aye Chat to Talk to Your Endpoint

A pragmatic walkthrough of Aye Chat’s Databricks model plugin: how it activates, what it sends (OpenAI-style), how it stores history without hoarding your repo, and how it extracts JSON from the model’s inevitable ‘creative writing.’

March 2, 2026 · Vyacheslav Mayorskiy, dev team

Stop Re-Explaining Yourself to the AI: The Case for Behavior Presets

You keep writing the same preamble in every prompt. The AI keeps ignoring half of it. There’s a better pattern: repo-local behavior presets that make your assistant consistent without making your prompts enormous.

February 22, 2026 · Vyacheslav Mayorskiy, dev team

Why I Use Different AI Models for Planning, Reviewing, and Coding

A walkthrough of using GPT-5.2 for planning, Claude Opus 4.6 for validation and implementation - and why switching models at each stage caught bugs I would have shipped otherwise.

February 10, 2026 · Vyacheslav Mayorskiy, dev team

Claude Code Asks Nicely. Aye Chat Defaults to Action.

Claude Code’s ad celebrates ‘explain first, wait for approval.’ Aye Chat bets on a different UX: act first, snapshot everything, and make undo so cheap you stop negotiating with the model.

January 5, 2026 · Vyacheslav Mayorskiy, dev team

Claude Code Asks Nicely. Aye Chat Swings the Hammer (with an Undo Cord)

Claude Code’s ad celebrates ‘explain first, wait for approval.’ Aye Chat bets on a different UX: act first, snapshot everything, and make undo so cheap you stop negotiating with the model.

January 5, 2026 · Vyacheslav Mayorskiy, dev team

The Day I Stopped Babysitting an AI: Building the Optimistic Workflow

The story of how frustration with approval-seeking AI assistants led to Aye Chat’s ‘optimistic workflow’ - where the AI acts first and you review after, backed by an instant undo button.

November 9, 2025 · Vyacheslav Mayorskiy, dev team