https://vox-lang.org/ Changelog, release notes, and documentation updates for the Vox AI-native programming language, maintained by the Vox Foundation. en-us Tue, 14 Apr 2026 00:00:00 GMT https://vox-lang.org/architecture/syndication-ecosystem-research-2026.html https://vox-lang.org/architecture/syndication-ecosystem-research-2026.html Honest, code-grounded research on whether to adopt platform SDKs for vox-publisher adapters, with a strangler-fig migration strategy and per-platform ROI analysis. Tue, 14 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/scientia-publication-endpoints-research-2026.html https://vox-lang.org/architecture/scientia-publication-endpoints-research-2026.html Authoritative, web-research- and code-audit-backed reference for all publication destinations in the Vox Scientia pipeline. Covers real API mechanics, code reality, hallucination inventory, ResearchGate policy, new scholarly targets (ORCID, Figshare), codebase structural discrepancies, and a forward implementation policy. Mon, 13 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/scientia-publication-pipeline-implementation-plan-2026.html https://vox-lang.org/architecture/scientia-publication-pipeline-implementation-plan-2026.html Explicit, task-by-task implementation plan for hardening the Vox Scientia publication pipeline. v2: corrected 9 factual errors from v1, added Bluesky XRPC endpoint fix, filled missing PublisherConfig credential fields, corrected SyndicationResult already-present fields, removed false Zenodo tasks, and added LinkedIn base-path correction. Designed as a self-contained reference for implementation agents. Mon, 13 Apr 2026 00:00:00 GMT Documentation https://vox-lang.org/architecture/scientia-publisher-hardening-implementation-plan-2026.html https://vox-lang.org/architecture/scientia-publisher-hardening-implementation-plan-2026.html Ordered execution plan for de-factoring God Objects across vox-publisher, vox-orchestrator, and vox-cli to adhere to the 500-line TOESTUB architectural policy. Mon, 13 Apr 2026 00:00:00 GMT Documentation https://vox-lang.org/architecture/language-surface-ssot.html https://vox-lang.org/architecture/language-surface-ssot.html Authoritative plan for unifying Vox language-surface metadata across LSP, MCP, docs, eval, and speech tooling. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/scientia-multi-platform-ranking-discovery-research-2026.html https://vox-lang.org/architecture/scientia-multi-platform-ranking-discovery-research-2026.html Tiered survey of social and scholarly visibility mechanics (expanded per-surface research with Tier A URLs); ingest vs syndicate posture; canonical manifest to channel projection profiles; Crossref Event Data sunset note; operator metrics; works-cited registry; ties to RAG and publication SSOT. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/orchestrator-attachment-manifest-rfc-2026.html https://vox-lang.org/architecture/orchestrator-attachment-manifest-rfc-2026.html Sketch for structured MIME+hash attachments on tasks so vision routing does not rely on substring heuristics alone. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/vox-corpus-lab-research-2026.html https://vox-lang.org/architecture/vox-corpus-lab-research-2026.html Tier A/B/C corpus policy, compiler lanes vs golden parity, Syntax-K and WebIR aggregates, optional UI and vision rubrics, integration with Mens validate-batch and research metrics. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/toestub-line-limit-mens-research-2026.html https://vox-lang.org/architecture/toestub-line-limit-mens-research-2026.html Investigation into Vox's actual TOESTUB God Object limits versus documentation, and research into optimal code file chunking for Qwen3-4B MENS training. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/populi-data-pipeline.html https://vox-lang.org/architecture/populi-data-pipeline.html Clarifies Populi/mesh runtime data paths versus Mens training corpus sources—two different pipelines that share orchestration branding. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/scientia-gap-analysis-2026.html https://vox-lang.org/architecture/scientia-gap-analysis-2026.html Comprehensive audit of gaps, bugs, and structural limitations in the Vox Scientia automatic publication model — inbound discovery, outbound pipeline, RAG loop, SSOT convergence, and autonomy boundaries. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/vox-source-to-mens-pipeline-ssot.html https://vox-lang.org/architecture/vox-source-to-mens-pipeline-ssot.html End-to-end map from .vox text through the lexer and compiler to golden examples, corpus mix, and Mens (HF) training—without conflating compile tokens with model tokens. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/vox-gui-vision-virtuous-cycle-implementation-plan-2026.html https://vox-lang.org/architecture/vox-gui-vision-virtuous-cycle-implementation-plan-2026.html Roadmap tying WebIR, golden UI, vox island/v0, Playwright, MCP browser, orchestrator vision routing, and Mens Qwen3.5 (+ optional vision lane) into a closed improvement loop. Each item names repo anchors and a concrete implementation path. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/clavis-one-stop-secrets-research-2026.html https://vox-lang.org/architecture/clavis-one-stop-secrets-research-2026.html Comprehensive research synthesis on secret sprawl, env-var taxonomy, user-facing feature requirements, AI-agent credential flows, A2A delegation, and the roadmap for evolving Vox Clavis into a full-lifecycle secrets management platform. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/local-autonomous-research-findings-2026.html https://vox-lang.org/architecture/local-autonomous-research-findings-2026.html Analysis of SearXNG, native Rust scraping, and local alternatives to commercial search APIs. Sun, 12 Apr 2026 00:00:00 GMT Documentation https://vox-lang.org/architecture/scientia-community-publishing-playbook-2026.html https://vox-lang.org/architecture/scientia-community-publishing-playbook-2026.html Comprehensive implementation plan for the multi-platform Vox Scientia community publishing pipeline. Covers codebase audit findings, 30+ identified problems with explicit solutions, Clavis secret registration requirements, data model gaps, topic-pack contract extensions, and a dependency-ordered execution backlog. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/mens-qwen-family-migration-research-2026.html https://vox-lang.org/architecture/mens-qwen-family-migration-research-2026.html Qwen2 vs Qwen3.5 in Vox Candle paths; operator runbook vs code removal; external HF and QwenLM sources; deprecation tiers; TrainingPair and tokenizer implications. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/agentic-control-surface-research-2026.html https://vox-lang.org/architecture/agentic-control-surface-research-2026.html Synthesis of Human-in-the-Loop (HITL) steering, 'Second Pass' reflection patterns, and the integration of Vox's existing control concepts into a unified Tri-State Pilot Console. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/mens-synthetic-corpus-limitations-research-2026.html https://vox-lang.org/architecture/mens-synthetic-corpus-limitations-research-2026.html Synthesizes the known limitations of Vox's gigantic synthetic corpus generation approach for MENS training, maps them to the existing codebase, and proposes concrete mitigation strategies to bypass the data paradox. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/mens-research-track-blueprint-2026.html https://vox-lang.org/architecture/mens-research-track-blueprint-2026.html Architectural specification for MENS Lane G (research-expert) adapter and post-training protocol. Sun, 12 Apr 2026 00:00:00 GMT Documentation https://vox-lang.org/architecture/mens-corpus-implementation-plan-2026.html https://vox-lang.org/architecture/mens-corpus-implementation-plan-2026.html Executable, wave-gated implementation plan for escaping the synthetic data paradox in Vox MENS. Grounded in codebase audit of actual mix reports, evaluate code, and research synthesis. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/mens-vision-multimodal-research-2026.html https://vox-lang.org/architecture/mens-vision-multimodal-research-2026.html TrainingPair limits, orchestrator vision hints vs attachments, corpus-lab screenshot-to-JSON rubrics, Candle text-only native stack vs remote VLMs, telemetry and privacy boundaries. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/scientia-impact-readership-research-2026.html https://vox-lang.org/architecture/scientia-impact-readership-research-2026.html External landscape for what gets read and cited; feasibility for Vox; seeds for a projection layer orthogonal to novelty; critique of prior heuristic implementation. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/architecture-index.html https://vox-lang.org/architecture/architecture-index.html Guide to the current architecture, SSOT, research, and roadmap documentation under docs/src/architecture. Sun, 12 Apr 2026 00:00:00 GMT Documentation TechArticle https://vox-lang.org/architecture/graphrag-iterative-retrieval-research-2026.html https://vox-lang.org/architecture/graphrag-iterative-retrieval-research-2026.html Deep dive into multi-hop retrieval loops, C2RAG sufficiency checks, and HippoRAG-style knowledge expansion. Sun, 12 Apr 2026 00:00:00 GMT Documentation https://vox-lang.org/changelog.html https://vox-lang.org/changelog.html#v0.8.0 Added @require, @pure, and @deprecated decorators. Implemented 10 Language Server Protocol features including hover, go-to-definition, and inline diagnostics. Thu, 26 Feb 2026 00:00:00 GMT https://vox-lang.org/changelog.html https://vox-lang.org/changelog.html#v0.7.0 Native QLoRA fine-tuning via Candle and qlora-rs. Socrates confidence protocol integrated into the orchestrator for anti-hallucination validation of agent outputs. Mon, 03 Feb 2026 00:00:00 GMT https://vox-lang.org/changelog.html https://vox-lang.org/changelog.html#v0.6.0 CPU-first mens registry with optional HTTP control plane. Interpreted workflow runtime MVP supporting local and mens activity hooks. Thu, 15 Jan 2026 00:00:00 GMT