Overview Developer Platform Plugins & MCP

Changelog

Product updates across BetterContext API, Universal MCP, plugins, SDKs, local tooling, and causal inference research.

Oct 28, 2026

Console October 28, 2026

Granular Token Usage & Source Metering

The Usage page in BetterContext Console now shows exact credit consumption broken down by source, team member, and cryptographic namespace.

  • Multi-source attribution: Real-time breakdown across GitHub PR reviews, Cursor/IDE tab interventions, and CLI indexing.
  • Cache hit transparency: See tokens saved by the multi-relational habit DAG cache vs raw generation costs.
  • Synergy pack tracking: Instant notifications when token pools cross 80% and 95% utilization thresholds.

Available today for all Pro, Max, and Enterprise workspaces in the BetterContext Console.

Oct 20, 2026

MCP Protocol October 20, 2026

Universal MCP v2.4: Real-Time Causal Habit Sync

Upgraded the official BetterContext Model Context Protocol server to v2.4, featuring zero-latency streaming pipelines for Claude Code, Cursor, and Windsurf.

  • Sub-200ms habit recall: Verified procedural rules are injected dynamically without bloating model system prompts.
  • Bidirectional interventions: Developer code edits and tab corrections sync back into the memory graph automatically.
  • Native CLI installer: One-command setup via bettercontext mcp install supporting Claude Desktop, Cursor, and Cline.

Check the Agents, Skills & MCP Guide to upgrade your local configuration.

Oct 12, 2026

Core Engine October 12, 2026

Causal Gate \(P(Y \mid \mathrm{do}(X))\): Eliminating Spurious Habits

Deployed Pearl backdoor de-confounding to the core ingestion pipeline. BetterContext now evaluates statistical interventions before crystallizing habits into permanent memory.

  • -92% spurious correlation: Discards accidental syntax habits and coincidental refactors that lack verified causal intent.
  • Automated counterfactual testing: Evaluates alternate AST diff branches to confirm positive engineering outcomes.
  • Confidence scoring: Each procedural invariant receives an explicit causal weight \(\tau \in [0, 1]\) with decay monitoring.

Read the mathematical framework in our Focus Mode & Causal DAG Documentation.

Sep 29, 2026

Security September 29, 2026

Cryptographic Namespaces with AES-256 Isolation

Introduced isolated tenant partitions (/ns/project_alpha). Teams can now share repository-wide architectural standards without cross-squad data leakage.

  • Hardware tenant boundaries: Deterministic envelope encryption with zero cross-tenant memory leakage.
  • Hierarchical habit sharing: Inherit company-wide security rules while isolating squad-specific repository contexts.
  • Zero model training guarantee: Strict contract ensuring customer code diffs are never used to train public foundation models.

Explore our compliance posture in the Security & Compliance Guide.