AI Coding Live News

TypeSafe AI announced an $870M Series A at a $7.5B valuation on Oct 9, led by a16z with Sequoia and existing investor DCVC; Martin Casado joins the board. Its 'System One' decision model Jev launched Sept 15 and returns calibrated, typed decisions instead of text. TypeSafe says a third of the Fortune 500 use it; a16z's post says 25% — the figures differ.

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On 2026-10-02 ggml-org announced llama.cpp server support for Decision Models via /v1/systemone (PR #29818, merged 2026-10-02T09:56Z). Send a state plus typed questions; get option probabilities in one forward pass. Day-0 models: Julia-1, Laya, Kev-4B, lev, OpenJev (vision). Cloudflare Clef is planned next.

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Comet Opik 2.2.84 (2026-09-29) lets online LLM-as-a-Judge rules call TypeSafe Jev end-to-end via OpenRouter POST /api/alpha/decisions (not chat/completions). Each Boolean metric becomes a yes/no question answered in one call; score 1 if probability ≥0.5, with Probability: 0.93 in the reason. Backend adds OpenRouterDecisionsClient (workspace OpenRouter key, 429/5xx retries) for ~typesafe/jev-latest / typesafe/jev-1.13. Also: Annotation Queue automation + item provenance. ~8 commits / 104 files vs 2.2.83.

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Ollama shipped v0.35.0 on 2026-09-28 (GitHub prerelease): Decision Models via TypeSafe’s Jev API at /v1/systemone. Instead of free text, models answer choice/noul/score questions with options, probabilities, and confidence—for ticket triage, model routing, and classification. First models: Nimble (Bespoke Labs) and Tev1 (Together AI). ~7 commits / 66 files vs v0.34.4; Settings no longer blocks on discovery; macOS update menu and stalled MLX downloads fixed.

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GPT Researcher shipped v3.7.0 on 2026-09-26 (PyPI gpt-researcher 0.16.x). The context filter now defaults to TypeSafe Jev, scoring passage usefulness for each sub-query instead of embedding similarity. On a 28-task replay with identical sources, kept-passage relevance is 73% for Jev vs 46% for embeddings (~59% relative lift). Without TYPESAFE_API_KEY it falls back to local BM25—no embedding provider required. Also requires Python 3.12+ and adds a retriever plugin entry point.

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Confident AI’s deepeval 4.2.x (notes for 4.2.2/4.2.4; PyPI at 4.2.6) wires TypeSafe Jev into LLM-as-a-judge: evaluation LLMs still handle language tasks, while closed verdicts go to System One for typed decisions with calibrated probabilities. Claimed decision-stage pricing is about $0.042 per million input tokens with no output charge, ~100ms typical latency, and batched independent questions. Faithfulness, GEval, DAGMetric, and Classifiers are integrated; enable via deepeval set-mode experimental plus typesafe-sdk—missing keys fail loudly instead of silent fallback.

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BerriAI shipped LiteLLM v1.102.1 on 2026-09-23 (PyPI litellm 1.102.1). Versus 1.102.0 it backports Anthropic/Bedrock/Vertex safeguards→safeguard_results passthrough so Claude Code Auto mode through a LiteLLM gateway can show Auto mode server: Enabled, and cherry-picks seven TypeSafe Jev changes (passthrough, complexity router, relevance compaction guardrail, auto-router classifier, OpenRouter jev-1.13 pricing, etc.) from the 1.103 RC onto stable/1.102.x. Docker images keep cosign verify instructions.

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llm 0.36 (2026-09-22) adds gpt-6-sol/gpt-6-luna, lets plugins set supports_conversation=False (raises ConversationNotSupported; first used by llm-typesafe), and wraps reasoning traces in <details> in llm logs Markdown.

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AG2 v1.1.0 (2026-09-24) adds TypeSafe Jev decision-only agents via TypeSafeConfig + response_schema, and strips reserved ag:/a2a: context keys on A2A/AG-UI/A2UI/NLIP to block remote pre-approval of gated tools.

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Pydantic AI 2.50.0 (2026-09-25) adds DecisionModel (TypeSafeModel implements it), named route questions with optional decision_route_threshold, Gemini 3.8 Live realtime, durable-context hooks, and audio_seconds usage pricing.

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DSPy 3.4.0 (2026-09-25) integrates Jev through TypeSafe with experimental Noul/Choice/Score decision types and ReAnchor calibration; the LM layer prefers native lm15 engines, adds LocalInterpreter and async ReActV2. 3.4 is the LM transition release; 3.5 is the migration deadline.

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OpenClaw shipped v2026.9.6 on 2026-09-23 (macOS DMG rebuilt 2026-09-24 after launch crash #156861): clearer managed-update outcomes, restart recovery for unfinished work, complete 30-day Usage reporting, a GitHub reader, remote workspace Files/Memory/Skills, live meeting notes, optional TypeSafe Jev Decision Models, and chat models Claude Opus 5.5, GPT-6 Sol/Luna, and Grok 4.7. Scale: 2,614 PRs, 178 direct commits, ~350 contributors.

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Pydantic AI shipped v2.49.0 on 2026-09-24 (PyPI aligned). Highlights: GitHubCopilotOAuthFlow device auth, BoolCriteria for typed yes/no fields, RealtimeSession.wait_for_reply(), plus Bedrock Converse fixes for gpt-6-sol/gpt-6-luna/gpt-6-astra and dropping unsupported temperature/top_p on GPT-5.6/GPT-6.

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