https://tln-lang.org/Recent content on Tln — The Modern Expert-System LanguageHugoen-ushttps://tln-lang.org/docs/getting-started/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/docs/getting-started/Your first Tln rule, the mental model, and the CLI.https://tln-lang.org/comparisons/insurance-claims/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/comparisons/insurance-claims/Blacklist blocking, auto-approval, and cap detection — legacy Prolog vs modern Tln.https://tln-lang.org/beyond-prolog/mcp-workflows/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/beyond-prolog/mcp-workflows/React to fact changes, orchestrate MCP tools, and ingest data on a schedule — first-class in Tln, absent from Prolog.https://tln-lang.org/beyond-prolog/ml/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/beyond-prolog/ml/Prediction, forecasting, classification, clustering, and similarity — as first-class, explainable Tln blocks.https://tln-lang.org/comparisons/reasoning-recursion/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/comparisons/reasoning-recursion/Deductive chains and negation-through-recursion — where Tln stays close to Prolog, and where it goes further.https://tln-lang.org/docs/reference/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/docs/reference/Core blocks, values, operators, selectors, templates, and priorities.https://tln-lang.org/comparisons/fleet-maintenance/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/comparisons/fleet-maintenance/Service-interval detection in Prolog vs Tln — then a forecast Prolog can't express.https://tln-lang.org/beyond-prolog/testing/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/beyond-prolog/testing/The .tln.test framework — verify rules with given / when / expect.https://tln-lang.org/beyond-prolog/metaprogramming/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/beyond-prolog/metaprogramming/Compile-time macros — code that writes rules, the Elixir way — built into Tln core.https://tln-lang.org/plugins/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/plugins/Tln's core is transport-free — every edge is a plugin: tools (tln-mcp), I/O (io-tln), storage (tln-db), solver (tln-asp), and a Prolog runtime (tln-prolog).https://tln-lang.org/db/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/db/tln-db — the Go-native embedded fact store and query engine behind Tln's FactStore interface.https://tln-lang.org/opentalon/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/opentalon/OpenTalon is the enterprise AI-orchestration system that runs on Tln: the LLM handles intent, Tln handles knowledge and inference.https://tln-lang.org/workflows/Mon, 01 Jan 0001 00:00:00 +0000https://tln-lang.org/workflows/Deterministic agents: the LLM authors a Tln automation once; the runtime executes it every tick with no model in the loop.