Behind every prompt is a context optimization layer that classifies intent, retrieves relevant memory, compresses history, controls token budgets, and assembles cleaner prompts.
The Brain doesn't just send your prompt to a model. Torqon prepares the highest-signal context first, then the Brain chooses the best path forward.
Task classification selects the most capable and cost-efficient model for each request automatically based on the prompt type.
Meridian records what worked and what didn't, refining future routing and response style to match your preferences over time.
Pit models against each other on complex questions. Structure adversarial reasoning to surface stronger, more robust conclusions.
Before committing to a long task, see projected cost by model. Stay in budget without guessing or post-hoc surprises.
Torqon turns conversation state into a retrievable, ranked, compressed, and budget-controlled resource. It reduces prompt noise while preserving long-session continuity.
Read architecture reportFast heuristics and lightweight classification decide whether a request needs workspace memory or can run standalone.
Relevant memory is embedded, scored, thresholded, and selected so weak matches stay out of the prompt.
Summary, memory, and recent conversation each receive a budget so high-value context survives trimming.
Decisions, constraints, stack choices, and goals are extracted after responses and deduplicated semantically.
tokens in a 50-message conversation when raw history is sent.
tokens with summary, ranked memory, and recent high-signal context.
similarity and recency weighting for deterministic memory ranking.
The Brain isn't static. It learns from every interaction, refining its routing logic and building a preference profile unique to you and your team.
Every prompt is analyzed for type — code, research, writing, analysis — and routed to the model best suited for that category.
See which models perform best for your work, track token usage trends, and understand cost breakdowns by project.
Each focus mode injects a carefully tuned system prompt that shapes model behavior for the specific task type.
Brain routing is available on Pro and Enterprise plans. Start a trial and see the difference intelligent routing makes.