{"count": 16, "articles": [{"slug": "verify-tvijo-claims", "url": "https://tvijo.com/wiki/verify-tvijo-claims/", "title": "Verify a Tvijo claim in five minutes", "excerpt": "A repeatable recipe: check the page, the index, the sitemap, the receipt and the code — and know when the honest answer is “not verified”.", "category": "editorial", "updated_at": "2026-10-28T00:18:53.153895+00:00", "verified_at": "2026-10-28T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://tvijo.com/wiki/articles.json", "title": "Article index (published only)", "publisher": "Tvijo", "checked_at": "2026-10-28"}, {"url": "https://tvijo.com/wiki/sitemap.xml", "title": "Wiki sitemap", "publisher": "Tvijo", "checked_at": "2026-10-28"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-28"}, {"url": "https://github.com/nikbibamon/aios/blob/main/AGENTS.md", "title": "AI OS working rules", "publisher": "GitHub", "checked_at": "2026-10-28"}]}, {"slug": "knowledge-graph-and-links", "url": "https://tvijo.com/wiki/knowledge-graph-and-links/", "title": "Connections, backlinks and the knowledge graph", "excerpt": "How the “Article connections” block is built, what each group means, and how an editor links two articles without a second content store.", "category": "workspace", "updated_at": "2026-10-28T00:18:52.925723+00:00", "verified_at": "2026-10-28T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/tvijo-backend", "title": "Knowledge Base models (apps/knowledge)", "publisher": "GitHub", "checked_at": "2026-10-28"}, {"url": "https://tvijo.com/wiki/", "title": "Public wiki home", "publisher": "Tvijo", "checked_at": "2026-10-28"}, {"url": "https://tvijo.com/wiki/articles.json", "title": "Article index (JSON)", "publisher": "Tvijo", "checked_at": "2026-10-28"}]}, {"slug": "dshrem-audit-2026-10", "url": "https://tvijo.com/wiki/dshrem-audit-2026-10/", "title": "DSHREM robustness audit, October 2026", "excerpt": "Six defects found in cancellation, retry, fallback and cost accounting. One money bug is fixed and covered by tests; five remain open with exact locations.", "category": "operations", "updated_at": "2026-10-28T00:18:52.730235+00:00", "verified_at": "2026-10-28T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/aios/tree/main/ai_os/transport", "title": "Budget ledger implementation (ai_os/transport/budget.py)", "publisher": "GitHub", "checked_at": "2026-10-28"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-28"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "CLI documentation (reconcile, resume, stop)", "publisher": "GitHub", "checked_at": "2026-10-28"}]}, {"slug": "tvijocode", "url": "https://tvijo.com/wiki/tvijocode/", "title": "TvijoCode: what the test build does and does not do", "excerpt": "A VS Code build with the Tvijo extension embedded, Windows x64 only for now, unsigned, no auto-update — and a clear list of what you give up.", "category": "start", "updated_at": "2026-10-28T00:18:53.127532+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/tvijocode", "title": "TvijoCode repository and release notes", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/tvijocode/releases", "title": "TvijoCode releases (test builds)", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/tvijocode/tree/main/mcp", "title": "MCP server package", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/learn", "title": "dshrempub workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}]}, {"slug": "sources-and-verification", "url": "https://tvijo.com/wiki/sources-and-verification/", "title": "Sources, dates and what “verified” means", "excerpt": "A checked date is the date a human opened the source. Documentation, code and a runtime test are three different levels of evidence — and we label them.", "category": "editorial", "updated_at": "2026-10-28T00:18:53.090909+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/tvijocode", "title": "TvijoCode repository", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/aios/blob/main/AGENTS.md", "title": "AI OS working rules", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "recovery", "url": "https://tvijo.com/wiki/recovery/", "title": "Recovery after a failed, stuck or uncertain run", "excerpt": "No automatic paid retries, an uncertain task blocks further spend, and reconcile never resends inference. The exact commands to get unstuck.", "category": "operations", "updated_at": "2026-10-28T00:18:53.044015+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/dshrempub", "title": "CLI documentation (reconcile, resume, stop)", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/dev", "title": "Developer endpoints", "publisher": "Tvijo", "checked_at": "2026-10-27"}]}, {"slug": "permissions-and-data", "url": "https://tvijo.com/wiki/permissions-and-data/", "title": "Permissions and data flow", "excerpt": "What leaves your machine, what stays local, and which actions need an explicit human decision — including the licence question people skip.", "category": "operations", "updated_at": "2026-10-28T00:18:52.994849+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/privacy", "title": "Privacy overview", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub/blob/main/vscode/PRIVACY.md", "title": "Extension privacy notes", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation (local data rules)", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/tvijocode", "title": "TvijoCode repository and licensing notes", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "models-and-routing", "url": "https://tvijo.com/wiki/models-and-routing/", "title": "Models and routing: what the composer control changes", "excerpt": "You pick a route, not a vendor. The receipt is the source of truth for which model answered and what it cost.", "category": "workspace", "updated_at": "2026-10-28T00:18:52.957205+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/connections", "title": "Connections and cost illustration", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "install-extension", "url": "https://tvijo.com/wiki/install-extension/", "title": "Install the Tvijo extension in your editor", "excerpt": "Ask about a selection without leaving VS Code: the same account, the same capped task, the same receipt — and no API key stored in the editor.", "category": "start", "updated_at": "2026-10-28T00:18:52.896571+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/download", "title": "Download builds and install steps", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub/blob/main/vscode/PRIVACY.md", "title": "Extension privacy notes", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub release notes (0.4.x)", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "glossary", "url": "https://tvijo.com/wiki/glossary/", "title": "Glossary", "excerpt": "The words this wiki uses in a specific sense: task, route, receipt, ledger, uncertain, work copy, capability.", "category": "editorial", "updated_at": "2026-10-28T00:18:52.871366+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}]}, {"slug": "getting-started", "url": "https://tvijo.com/wiki/getting-started/", "title": "Start with Tvijo in ten minutes", "excerpt": "Open the workspace, sign in with an eight-character code, run one bounded task and read the receipt that shows what it cost.", "category": "start", "updated_at": "2026-10-28T00:18:52.844203+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Private usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/download", "title": "Editor builds", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "enterprise-pilot", "url": "https://tvijo.com/wiki/enterprise-pilot/", "title": "Running a Tvijo pilot and measuring the benefit", "excerpt": "A pilot that can be judged: one workflow, one acceptance check, four numbers per week, and exit criteria agreed before the first task.", "category": "operations", "updated_at": "2026-10-28T00:18:52.817717+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/connections", "title": "Connections and cost illustration", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/aios/blob/main/AGENTS.md", "title": "AI OS working rules", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "editorial-workflow", "url": "https://tvijo.com/wiki/editorial-workflow/", "title": "How this wiki is edited and published", "excerpt": "Articles live in Django with an editorial status, a source list, a reviewer and a revision log. Nothing reaches /wiki/ without passing those gates.", "category": "editorial", "updated_at": "2026-10-28T00:18:52.783817+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/tvijo-backend", "title": "Tvijo backend repository (knowledge app)", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://tvijo.com/wiki/", "title": "Public wiki home", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/aios/blob/main/AGENTS.md", "title": "AI OS working rules", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "costs-and-budgets", "url": "https://tvijo.com/wiki/costs-and-budgets/", "title": "Costs, budgets and limits", "excerpt": "Every task has a cap, every attempt is counted, and an unknown cost is shown as unknown. The arithmetic behind the receipt.", "category": "operations", "updated_at": "2026-10-28T00:18:52.698997+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/connections", "title": "Connections and cost illustration", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/dshrempub", "title": "dshrempub client documentation", "publisher": "GitHub", "checked_at": "2026-10-27"}]}, {"slug": "ai-judging", "url": "https://tvijo.com/wiki/ai-judging/", "title": "AI judging: why “it says it is done” is not acceptance", "excerpt": "Deterministic checks decide. A model's self-report is a claim, and a separate read-only check is cheaper than shipping the failure.", "category": "workspace", "updated_at": "2026-10-28T00:18:52.647944+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://dsh.tvijo.com/learn", "title": "Workspace manual", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://github.com/nikbibamon/aios/blob/main/AGENTS.md", "title": "Agent judgement rules (AI OS repository)", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}]}, {"slug": "agent-swarm", "url": "https://tvijo.com/wiki/agent-swarm/", "title": "Splitting work across agents — and when not to", "excerpt": "A swarm in Tvijo is several bounded tasks in separate working copies, each with its own budget and receipt. Coordination cost is real; here is how to decide.", "category": "workspace", "updated_at": "2026-10-28T00:18:52.603285+00:00", "verified_at": "2026-10-27T00:00:00+00:00", "languages": ["en"], "sources": [{"url": "https://github.com/nikbibamon/dshrempub", "title": "CLI help and session rules", "publisher": "GitHub", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/dev", "title": "Developer endpoints", "publisher": "Tvijo", "checked_at": "2026-10-27"}, {"url": "https://dsh.tvijo.com/usage", "title": "Usage tab", "publisher": "Tvijo", "checked_at": "2026-10-27"}]}]}