https://converge.zone/mechanics The engineering behind Converge. Deep dives into language choices, constraint solvers, event sourcing, security, and the boundary between reasoning and commitment. en Mon, 06 Jul 2026 14:00:00 GMT https://converge.zone/mechanics/why-llm-output-contracts https://converge.zone/mechanics/why-llm-output-contracts The same boundary that separates user input from your domain model separates LLM output from your commitment layer Mon, 06 Jul 2026 14:00:00 GMT https://converge.zone/mechanics/why-constraint-solvers https://converge.zone/mechanics/why-constraint-solvers LLMs understand context. Constraint solvers enforce constraints. You need both, and they must not be confused. Mon, 06 Jul 2026 13:00:00 GMT https://converge.zone/mechanics/why-llms-in-coordination https://converge.zone/mechanics/why-llms-in-coordination The seam between probabilistic inference and deterministic commitment is the most important architectural boundary in AI-augmented systems Mon, 06 Jul 2026 12:00:00 GMT https://converge.zone/mechanics/why-rustfs https://converge.zone/mechanics/why-rustfs Code to S3 semantics, not to a vendor — then own the storage layer when you are ready Wed, 01 Apr 2026 14:00:00 GMT https://converge.zone/mechanics/why-rust-tauri-svelte https://converge.zone/mechanics/why-rust-tauri-svelte Your app, your machine, your workflow — no browser tab, no server, no compromise Wed, 01 Apr 2026 10:00:00 GMT https://converge.zone/mechanics/why-wasm https://converge.zone/mechanics/why-wasm User-defined business rules at native speed, with deterministic isolation Wed, 25 Feb 2026 08:00:00 GMT https://converge.zone/mechanics/collaborating-agents https://converge.zone/mechanics/collaborating-agents Scaling multi-agent workflows without the chaos Tue, 24 Feb 2026 23:45:00 GMT https://converge.zone/mechanics/spec-driven-model-comparison https://converge.zone/mechanics/spec-driven-model-comparison How different LLMs perform in specification-driven workflows Tue, 24 Feb 2026 23:30:00 GMT https://converge.zone/mechanics/spec-driven-development https://converge.zone/mechanics/spec-driven-development Spec is source of truth. Generate and verify artifacts from it. Tue, 24 Feb 2026 23:00:00 GMT https://converge.zone/mechanics/llm-based-agents https://converge.zone/mechanics/llm-based-agents Converge-Provider and the model landscape Tue, 24 Feb 2026 22:00:00 GMT https://converge.zone/mechanics/why-observability https://converge.zone/mechanics/why-observability Tracing, metrics, and logs with OpenTelemetry Tue, 24 Feb 2026 21:00:00 GMT https://converge.zone/mechanics/why-firebase-hosting https://converge.zone/mechanics/why-firebase-hosting Static sites with global CDN and zero config Tue, 24 Feb 2026 20:00:00 GMT https://converge.zone/mechanics/why-grpc-protobuf https://converge.zone/mechanics/why-grpc-protobuf Schema-first APIs with enforced contracts Tue, 24 Feb 2026 19:00:00 GMT https://converge.zone/mechanics/why-raft-runtime-consensus https://converge.zone/mechanics/why-raft-runtime-consensus Authoritative cluster ordering for promotions, overrides, and swarm scheduler ownership Tue, 24 Feb 2026 18:30:00 GMT https://converge.zone/mechanics/why-tokio https://converge.zone/mechanics/why-tokio Async Rust done right: the runtime that powers the ecosystem Tue, 24 Feb 2026 18:00:00 GMT https://converge.zone/mechanics/why-jj https://converge.zone/mechanics/why-jj Stacked changes and first-class rebases for multi-agent workflows Tue, 24 Feb 2026 18:00:00 GMT https://converge.zone/mechanics/why-burn-polars https://converge.zone/mechanics/why-burn-polars Machine learning in Rust: from data to inference Tue, 24 Feb 2026 17:00:00 GMT https://converge.zone/mechanics/why-axum-tonic https://converge.zone/mechanics/why-axum-tonic Type-safe APIs in Rust: HTTP and gRPC, unified Tue, 24 Feb 2026 16:00:00 GMT https://converge.zone/mechanics/why-or-tools https://converge.zone/mechanics/why-or-tools Mathematical optimization for real-world constraints Tue, 24 Feb 2026 15:00:00 GMT https://converge.zone/mechanics/why-local-llms https://converge.zone/mechanics/why-local-llms AI that runs on your hardware, under your control Tue, 24 Feb 2026 14:30:00 GMT https://converge.zone/mechanics/why-claude https://converge.zone/mechanics/why-claude AI that reasons, not just generates Tue, 24 Feb 2026 14:00:00 GMT https://converge.zone/mechanics/why-surrealdb https://converge.zone/mechanics/why-surrealdb Multi-model database for graphs, documents, and real-time Tue, 24 Feb 2026 12:50:00 GMT https://converge.zone/mechanics/why-lancedb https://converge.zone/mechanics/why-lancedb Embedded vector database built on Lance columnar format Tue, 24 Feb 2026 12:45:00 GMT https://converge.zone/mechanics/why-event-sourcing https://converge.zone/mechanics/why-event-sourcing Store what happened, derive what is Tue, 24 Feb 2026 12:30:00 GMT https://converge.zone/mechanics/why-passkeys https://converge.zone/mechanics/why-passkeys Phishing-resistant authentication without passwords Tue, 24 Feb 2026 12:00:00 GMT https://converge.zone/mechanics/why-e2e-encryption https://converge.zone/mechanics/why-e2e-encryption Data that only the right parties can read Tue, 24 Feb 2026 11:30:00 GMT https://converge.zone/mechanics/why-zero-trust https://converge.zone/mechanics/why-zero-trust Never trust, always verify—even inside the network Tue, 24 Feb 2026 11:00:00 GMT https://converge.zone/mechanics/why-cursor https://converge.zone/mechanics/why-cursor AI-native development environment Tue, 24 Feb 2026 10:30:00 GMT https://converge.zone/mechanics/why-github-actions https://converge.zone/mechanics/why-github-actions Code hosting and CI/CD in one platform Tue, 24 Feb 2026 10:20:00 GMT https://converge.zone/mechanics/why-justfile https://converge.zone/mechanics/why-justfile Task runner that replaces Makefiles without the pain Tue, 24 Feb 2026 10:15:00 GMT https://converge.zone/mechanics/why-bun-vite-svelte https://converge.zone/mechanics/why-bun-vite-svelte Get closer to the machine — no virtual DOM, no runtime framework, no abstraction tax Tue, 24 Feb 2026 10:00:00 GMT https://converge.zone/mechanics/why-docker https://converge.zone/mechanics/why-docker Consistent environments from development to production Tue, 24 Feb 2026 10:00:00 GMT https://converge.zone/mechanics/why-kotlin https://converge.zone/mechanics/why-kotlin Modern JVM language with null safety and coroutines Tue, 24 Feb 2026 09:30:00 GMT https://converge.zone/mechanics/why-swift https://converge.zone/mechanics/why-swift Native performance, native UX, native safety Tue, 24 Feb 2026 09:00:00 GMT https://converge.zone/mechanics/why-typescript https://converge.zone/mechanics/why-typescript Type safety that scales from prototype to production Tue, 24 Feb 2026 09:00:00 GMT https://converge.zone/mechanics/why-elixir https://converge.zone/mechanics/why-elixir Fault tolerance and distributed consensus on the BEAM Tue, 24 Feb 2026 08:30:00 GMT https://converge.zone/mechanics/why-rust https://converge.zone/mechanics/why-rust Memory safety without garbage collection, correctness without compromise Tue, 24 Feb 2026 08:00:00 GMT