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Hacker News - Newest: "LLM"

GitHub - lechmazur/position_bias: A benchmark for testing whether LLM judges keep the same preference when two lightly edited versions of the same story are shown in opposite orders. Flex routing (EU and EFTA) Dark Factories: Retooling for LLM Velocity Ask HN: What would be the impact of a LLM output injection attack? GitHub - Oaklight/llm-rosetta: Production-ready LLM API translation layer for Python — bidirectional conversion between OpenAI, Anthropic & Google formats via hub-and-spoke IR. Optional API gateway. Streaming & non-streaming. Zero core deps. Contributions welcome! GitHub - browser-use/browser-harness: Self-healing browser harness that enables LLMs to complete any task. GitHub - moeen-mahmud/remen: Remen turns thoughts into something you can return to Analyzing 156 LLM Launch Posts on Hacker News ChatGPT vs Gemini vs Claude: The Best LLM Subscription You Should Buy GitHub - salaamalykum/quran-semantic-search: High-density RAG Semantic Search Engine & Quran Corpus (GEO/SEO Architecture) GitHub - NVIDIA/TensorRT-LLM: TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way. The State of LLM Bug Bounties in 2026 Operational Readiness Criteria for Tool-Using LLM Agents Meshcore: Architecture for a Decentralized P2P LLM Inference Network How an LLM becomes more coherent as we train it GitHub - seetrex-ai/laimark GitHub - Jossifresben/BibCrit: AI-assited biblical textual criticism GitHub - wastedcode/memex: File system based wiki, maintained by Claude 99helpers.com GitHub - cliver-project/AITrigram GitHub - unbody-io/adapt: A self-evolving memory layer for AI agents. GitHub - hb20007/awesome-gen-ai-fails: A list of incidents where reliance on generative AI and LLMs resulted in harm to companies, individuals, or society GitHub - nevenkordic/localmind: Run any local LLM with persistent memory and context. CLI agent over Ollama with SQLite-backed hybrid recall. No cloud. Ask HN: What are the machine requirements for a LLM like Llama-3.1-8B? Faster LLM Inference via Sequential Monte Carlo grpo explained: group relative policy optimization for llm finetuning - cgft Stop comparing price per million tokens: the hidden LLM API costs · TensorZero Andrej Karpathy's LLM Wiki Is a Bad Idea GitHub - GG-QandV/mnemostroma: Offline RAM-first cognitive leer/coprocessor for AI agents and robotics. Solves "Context Abandonment" with 20-80ms latency using a dual-thread biomimetic memory architecture (ONNX + SQLite WAL). mempalace/agent at agent · skorotkiewicz/mempalace
GitHub - fkyah3/opencode-fkyah3: The open source coding a...
fkyah3 · 2026-04-27 · via Hacker News - Newest: "LLM"

fkyah3/opencode-fkyah3
DeepSeek 优化 · Windows 适配 · AI 实现

🚀 从零搭建指南(中文) · English · 繁體中文


本项目是 anomalyco/opencode 的个人 Fork。所有修复、优化、功能均由 AI 完成——DeepSeek V4 Flash (thinking mode) / Sisyphus——在人类监督下执行。

上游是优秀项目。Windows 和 DeepSeek 并非他们的优先方向。我们自行处理。

代码实现:DeepSeek V4 Flash (thinking mode) / Sisyphus(AI)
人工审核与方向把控:fkyah3
This fork is a live demonstration of what AI-built software looks like.
See fkyah3_dev/ for the full story.


What's Fixed

Fix Area
reasoning_content loss on conversation replay — the root cause of API 400 errors with DeepSeek thinking mode Core
OpenRouter @openrouter/ai-sdk-provider providerOptions key mismatch Provider
Multi-window crash cascade — added circuit breaker to OMO tool-pair-validator Stability
Per-session log isolation (no more truncated dev.log on restart) DX
Windows CJK encoding — 3-layer GBK/UTF-8 fix for subprocess pipes Win32
TUI plugin loading — Magic Context sidebar blank due to Zod strict mode TUI
MC tool truncation — [truncated][tool: N lines, MKB | preview] for compressed context MC
DeepSeek V4 architecture research → config alignment: 400K context, 90% MC threshold, CSA-aligned compression V4
Global session pool — all conversations visible from any directory (2.0) Session
Full Chinese system prompt: Sisyphus, keyword-detector, system messages, environment info i18n
Language Anchoring — systematic method for LLM multilingual adaptation (verified with dose-response data) i18n

Quick Start

cd packages/opencode
bun run --conditions=browser src/index.ts

Model Configuration Reference

Flash (daily driver — all agents)

  • reasoningEffort: high (default) or max. Per DeepSeek docs, agent tools auto-set to max anyway.
  • interleaved: Required for DeepSeek thinking mode via @ai-sdk/openai-compatible. Without it, reasoning_content is not forwarded.
  • thinking: Must be { type: "enabled" } for reasoning models.

Learn More

Link Content
fkyah3_dev/ Fix details, analysis docs, issue tracking
fkyah3_dev/internal/COMPLETION.md Completed work checklist & current state
fkyah3_dev/analysis/deepseek-v4-workflow-optimization.md V4 architecture research → config alignment
Upstream issue #24104 reasoning_content root cause discussion
Discussion: Language Anchoring RFC System-level approach to multilingual LLM adaptation

Upstream

Based on anomalyco/opencode (Apache 2.0). Changes merged periodically.


Crafted by AI. Curated by human. Built for the real world.