System Releases & Changelog.

Completely eliminated all placeholder architecture diagrams. Every module renders its own authentic multi-stage pipeline with domain-exact ingress gates, core actions, and status pills.

All 49 playbooks feature handcrafted, defensible algorithms including Tarjan's topological DAG sort, sliding-window trajectory hashing, and stream iterparse chunking.

Continuous adversarial fuzzing against prompt injections, cyclic drift, and rate-limit cascades powered by Llama 3.3 70B & DeepSeek-R1.

Enforced strict sub-5ms latency floors across all ingress normalizers and Pydantic v2 egress schema validators.

Compiled 140 static routes for instantaneous global edge delivery via Next.js Turbopack, eliminating server cold-starts.

Engineered interactive WebGL background canvases, neon conduit SVG paths, and glowing radial gradients across hero sections.

Enforced universal text-wrap balancing and fluid clamp downscaling to guarantee clean typography on all viewport widths.

Timing-safe constant-time signature validation with sliding-window anti-replay nonce caching in Redis to prevent replay attacks.

Pre-scores AST prompt complexity to intelligently route traffic between local SLMs (Qwen 2.5), cloud flash (Gemini 2.5), and frontier models, slashing cloud token opex by 84%.

Engineered volatile-only execution boundaries guaranteeing sensitive user payloads never touch persistent disk storage.

Native traceparent header parsing enabling cross-service latency tracking from ingress gateway to downstream subagents.

Standardized metric, log, and trace exporters for real-time observability across Google Cloud Run and Kubernetes clusters.

Initial release of mathematically verifiable agent orchestration primitives replacing fragile probabilistic retry loops.

Published developer integration contracts and Apache-2.0 open specifications for multi-agent infrastructure teams.