https://aitoolscafe.com/tool/spydr-the-github-for-llm-context
Spydr - The Github for LLM Context Review (2026) – Is It Worth It? Features & Pricing | AI Tools...
llm contextis itai toolsgithubreview
https://verticalapi.com/vs/context-window-comparison-all-llms/
LLM Context Window Comparison: 128K vs 200K vs 1M vs 2M (2026) — VerticalAPI
LLM context window comparison for 2026: Gemini 2M, AI21 Jamba 256K, Claude 200K (1M enterprise), GPT-4o 128K. Which long-context model wins?
llm contextwindowcomparison
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https://compresr.ai/signup
Compresr: LLM Context Compression API
Compresr is an LLM context-compression API: send long context plus your query, get back a shorter context that keeps the answer-bearing tokens and drops the...
llm contextcompressionapi
https://www.cratis.io/cli/reference/llm-context/
LLM context | Cratis
The machine-readable command catalog printed by cratis llm-context, including whether each command changes state.
llm contextcratis
https://sales-mind.ai/hi/about/llm-context
LLM Context: SalesMind AI | Machine-Readable | SalesMind AI
Comprehensive structured information about SalesMind AI for large language models, AI assistants, and generative search engines. Product capabilities,...
llm contextsalesmind aimachine readable
https://www.llmreference.com/model/arrow-2
Arrow 2 – 128K context, multimodal | LLM Reference
Arrow 2 (API model id arrow-2) is QuiverAI's generally available vector SVG model prioritizing speed and cost per asset. First-party launch blog (Sep 7, 2026):...
multimodal llmarrowcontextreference
https://www.llm-hacking.com/fr/hacks/cross-app-context-poisoning-chatgpt-apps.md/
Cross-App Context Poisoning : une app ChatGPT malveillante peut piloter les autres — LLM-Hacking
Une étude arXiv de juin 2026 montre qu'une app ChatGPT malveillante peut écrire dans le contexte de conversation partagé par toutes les apps connectées via des...
les autrescrossappcontextpoisoning
https://canopywave.com/models/kimi-k2-6
Kimi K2.6 API | Open-Source Multimodal LLM - 256K Context | Canopy Wave
Get access to Kimi K2.6 API—Moonshot AI’s open-source 1T multimodal model with 256K context, coding agents, and swarm orchestration.
open sourcemultimodal llmkimiapicontext
https://llm-explorer.com/model/MikeLee000%2Folmo3-190m-zh-full-continue,6OxNE9cR2hfnvXSKuNM22f
Olmo3 190M Zh Full Continue by MikeLee000 — VRAM 0.4GB, 4K context | LLM Explorer
Olmo3 190M Zh Full Continue is an open-source 190m LLM by MikeLee000. VRAM 0.4GB, 4K context. Compare benchmarks, capabilities, and deployment details on LLM...
fullcontinuevramcontextllm
https://lawr.io/blog/128k-context-llm-beats-340-regex-rules-on-200-edgar-ndas.php
128K-Context LLM Beats 340 Regex Rules on 200 EDGAR NDAs | lawr.io
Sep 5, 2026 - Discover how a 128K context LLM outperforms 340 regex rules on EDGAR NDAs, cutting errors while maintaining a precise five percent escalation rate.
rules oncontextllmbeatsregex
https://newitlec.com/entry/IT-LLM-Agentic-AI%EB%A5%BC-%E2%80%9C%ED%94%84%EB%A1%9C%EB%8D%95%EC%85%98%E2%80%9D%EC%9C%BC%EB%A1%9C-%EB%A7%8C%EB%93%9C%EB%8A%94-%ED%95%B5%EC%8B%AC-MCPModel-Context-Protocol-%EA%B8%B0%EC%88%A0-%ED%95%B4%EB%B6%80?category=1294356
[IT-LLM] Agentic AI를 “프로덕션”으로 만드는 핵심: MCP(Model Context Protocol) 기술 해부
Jan 31, 2026 - Agentic AI를 “프로덕션”으로 만드는 핵심: MCP(Model Context Protocol) 기술 해부에이전트(Agentic AI)는 결국 외부 시스템(데이터·도구)과의 연결 품질로 성패가 갈립니다. 문제는, 지금까지의 “도구 연동”이 모델/프레임워크/제품마다 제각각이어서...
model context protocolllmagenticmcp
https://www.ryanlee.ai/posts/llm-wiki-with-opinions/
LLM Wiki with Opinions: Subjective Context as a First-Class Source – Ryan Lee
A practical take on maintaining an opinionated LLM wiki as a first-class source of durable personal and project context.
as afirst classryan leellmwiki
https://www.dodgeux.com/llm
LLM.txt - DodgeUX AI Context — DODGEUX - UX/UI Design
AI context file for DodgeUX. Senior UX/UI consultancy for B2B SaaS, AI platforms, and enterprise software. Led by Jon Dodge.
ui designllmtxtcontext
https://llm-explorer.com/model/aws-neuron%2Fhermes-mixtral-instruct-seqlen-4096-bs-4-optimum-0-0-23,3XnBEfi5ip6VMHREXqHvth
Hermes Mixtral Instruct Seqlen 4096 Bs 4 Optimum 0 0 23 by aws-neuron — 32K context | LLM Explorer
Hermes Mixtral Instruct Seqlen 4096 Bs 4 Optimum 0 0 23 is an open-source LLM by aws-neuron. 32K context. Compare benchmarks, capabilities, and deployment...
hermesmixtralinstructoptimumaws
https://llm-explorer.com/model/pansophic%2Fgemma-2b-sft-preview,4dZ5n6dpADXj3f2HQLPcBl
Gemma 2B Sft Preview by pansophic — VRAM 5GB, 8K context | LLM Explorer
Gemma 2B Sft Preview is an open-source 2b LLM by pansophic. VRAM 5GB, 8K context. Compare benchmarks, capabilities, and deployment details on LLM Explorer.
gemmasftpreviewpansophicvram
https://ttb.software/2026/09/29/rails-llm-conversation-history-context-management/
Rails LLM Conversation History: Persisting Context, Summarization, and Managing the Context Window...
LLM conversation history in Rails: persist message turns, manage context windows, implement summarization, and build multi-turn chat that actually scales.
conversation historythe windowrailsllmpersisting
https://labo-llm.fr/techniques/context-graphs-decision-traces
Context graphs — la nouvelle infrastructure pour agents IA ? — Labo LLM
Foundation Capital voit dans les context graphs une opportunité à un trillion de dollars. Mais le Logic Gap et les critiques montrent que la route est longue.
agents iacontextgraphsnouvelleinfrastructure
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https://modelcontextprotocol.info/zh-cn/blog/server-instructions/
Server Instructions:为 LLM 提供服务器的使用手册 – Model Context Protocol (MCP)
Nov 3, 2025 - Server Instructions 为 MCP 服务器提供了一种向 LLM 注入全局指导信息的方式,帮助模型更好地理解如何使用服务器工具。本文介绍其实际应用和最佳实践。
model context protocolserverllm
https://thread-transfer.com/blog/2025-03-07-context-compression-cost-savings/
How context compression saves 60-80% on LLM costs | Thread Transfer
Techniques like LLMLingua can compress prompts by 20x. Here's how to apply them in production.
contextcompressionsavesllmcosts
https://arxiv.org/abs/2307.11729
[2307.11729] OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially...
Abstract page for arXiv paper 2307.11729: OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples
outfoxllmgeneratedessaydetection
https://www.llmreference.com/model/ember-1
Ember-1 – 1.04M context, multimodal | LLM Reference
Ember-1 is Fireworks Research's specialized foundation model announced September 23, 2026, the first model in the Ember series. Built on Kimi K3 and trained by...
multimodal llmembercontextreference
https://llm-explorer.com/model/CentIo%2FCent1-1B,3jH89b3QyZ9QUFaB3qXqWE
Cent1 1B by CentIo — VRAM 3.4GB, 40K context | LLM Explorer
Cent1 1B is an open-source 1b LLM by CentIo. VRAM 3.4GB, 40K context. Compare benchmarks, capabilities, and deployment details on LLM Explorer.
vramcontextllmexplorer
https://findgoodprompt.com/text/optimized-rtcf-prompt-for-multilingual-code-context-9658aa19/
Optimized RTCF Prompt for Multilingual Code Context | LLM Prompt - findgoodprompt
Rewrites the source prompt into a minimal English RTCF prompt that preserves the intent, domain, and variables. - LLM prompt for a general-purpose LLM. Copy...
optimizedpromptmultilingualcodecontext
https://www.promptfoo.dev/lm-security-db/vuln/long-context-enterprise-agent-policy-adherence-failures-f654abb2/?returnTo=%2F%3Fpage%3D2%26sort%3Dupdated
Long-Context Enterprise Agent Policy Adherence Failures | LLM Security Database
Jul 28, 2026 - HANDBOOK.md measures whether an agent can apply detailed organizational rules while completing realistic, multi-step enterprise tasks. The…
long contextenterpriseagentpolicyadherence
https://www.llmreference.com/model/claude-opus-5-5
Claude Opus 5.5 – 1M context, multimodal | LLM Reference
Anthropic's Claude Opus 5.5, first model in the Claude 5.5 family, released September 22, 2026. First-party positioning: long-running agentic coding and...
claude opusmultimodal llmcontextreference
https://www.contextstudios.ai/it/glossario/large-language-model
Large Language Model (LLM) | Glossario AI 2026 | Context Studios
Un grande modello linguistico (LLM) è una rete neurale con miliardi di parametri, addestrata su enormi quantità di dati testuali per comprendere e generare il…
large language modelllmglossariocontextstudios
https://aclanthology.org/2026.acl-long.161/
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization -...
Shaohua Duan, Pengcheng Huang, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun. Proceedings of the 64th Annual Meeting of...
multi armed banditfor longchunksarmsguided
https://www.llmreference.com/model/qwen3.6-35b-a3b
Qwen3.6-35B-A3B – 262k context, multimodal, open source | LLM Reference
Qwen3.6-35B-A3B is an open-weight multimodal MoE model with 35B total parameters and 3B activated per token, released April 2026. It features a hybrid...
open sourcecontextmultimodalllmreference
https://llm-explorer.com/model/OliviaRossi%2FQwen3.5-9B-C3SM-SDM-Agentic-Coder,5OG8rPDILaRDB0Bg8bAgMP
Qwen3.5 9B C3SM SDM Agentic Coder by OliviaRossi — VRAM 20.4GB, 256K context | LLM Explorer
Qwen3.5 9B C3SM SDM Agentic Coder is an open-source 9b LLM by OliviaRossi. VRAM 20.4GB, 256K context. Compare benchmarks, capabilities, and deployment details...
sdmagenticcodervramcontext
https://www.context-awesome.com/list/haizelabs/awesome-llm-judges
awesome-llm-judges — 38 curated resources | Context Awesome
⚖️ Awesome LLM Judges ⚖️ Indexed from github.com/haizelabs/awesome-llm-judges (202 stars) and available to AI agents via the Context Awesome MCP server.
awesomellmjudgescuratedresources