[ACL 2026 Oral] "LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?"
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May 22, 2026 - Python
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token-efficiency
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Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.
rust cli homebrew hooks memory mcp developer-tools cursor ai-agents llm cost-reduction prompt-caching context-compression agentic-ai antigravity context-distillation claude-code token-optimization token-efficiency context-engineering
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Aug 18, 2026 - Rust
The token-efficient agentic coding workbench. Built for a future where every token counts — it optimizes token usage at the agent-loop level, saving 70%+ on long sessions, while planning, remembering your codebase, and shipping features in parallel from a single self-hosted binary.
go self-hosted pair-programming developer-tools code-generation solidjs coding-assistant ai-agent llm agentic token-efficiency coding-agent
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Aug 18, 2026 - Go
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
typescript mcp developer-tools cursor claude structured-output ai-tools ai-coding model-context-protocol mcp-server token-efficiency
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Aug 18, 2026 - TypeScript
🔥 Token-efficient JSON alternative for LLMs & agentic AI — same data, fewer tokens. Python · JS/TS · Rust · Go · C++
serialization json data-format data-interchange llm agentic-ai llm-workflow agentic-ai-development token-efficiency context-engineering ai-data-format
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Aug 8, 2026 - Python
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
cli golang sqlite mcp opencode ast developer-tools knowledge-base codex ai-agents fts5 gemini-cli model-context-protocol mcp-server agent-memory claude-code llm-tool token-efficiency openclaw
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Aug 3, 2026 - Go
HEWN 2.0 2026: AI Output Router for Precision Summaries & Polished Code
cli productivity benchmarking developer-tools agents claude llm prompt-engineering anthropic anthropic-claude prompt-compression claude-opus claude-sonnet claude-code token-efficiency
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Aug 18, 2026 - HTML
Token Cost Parity: Multilingual LLM Efficiency Analysis 2026
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Aug 18, 2026 - HTML
Token-efficient data serialization for LLM/AI. 50% fewer tokens than JSON, 93% better value/token. Rust, schema validation, LSP.
rust cli yaml serialization parser streaming csv language-server neo4j xml mcp wasm parquet schema-validation json-alternative data-format lsp ai-ml llm token-efficiency
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Jul 29, 2026 - Rust
Verified code context for agents
python tree-sitter retrieval mcp ast pi code-search developer-tools agents semantic-search code-intelligence local-first code-retrieval coding-agents token-efficiency context-engineering context-window-optimization archex
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Aug 18, 2026 - Python
Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..
visualization agent dashboard analytics opencode pi developer-tools codex anthropic token-usage claude-code token-efficiency codex-cli kimi-cli claude-code-plugin deepseek-harness dsh-plugin
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Aug 15, 2026 - Python
Deploys your OS, databases, and SSL on your VPS in just 10 minutes. Orchestrates a team of AI agents for coding, marketing, and sales. The built-in optimizer saves up to 90% on token costs, letting you build and manage your online business directly through chat. Fully open-source.
open-source self-hosted multi-agent-system edge-ai devops-automation b2b-automation local-rag mcp-server lightrag claude-code agent-engineering token-efficiency hermes-agent nextjs-aircraft-carrier private-vps
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Aug 18, 2026 - TypeScript
A curated list of strategies, tools, papers, and resources for reducing LLM token costs and improving efficiency in production.
machine-learning awesome ai openai awesome-list claude cost-optimization inference-optimization kv-cache large-language-models llm prompt-engineering generative-ai prompt-caching context-window prompt-compression llm-cost token-optimization token-efficiency model-routing
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Aug 16, 2026
Claude Code skills for developers who code like cats — never more effort than the problem requires.
cat skill lazy claude cost-saving llm anthropic ai-productivity claude-code token-optimization token-efficiency claude-skills think-twice
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Jun 11, 2026 - JavaScript
The AI-native wire format for structured data. 100% comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ lossless round-trips across 17 formats. Spec v3.4 Stable.
mcp gemini tokens openai data-serialization structured-data gcf json-alternative ai-agents wire-format agent-communication llm anthropic model-context-protocol mcp-tools token-optimization token-efficiency llm-benchmark toon-alternative graph-compact-format
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Aug 18, 2026
Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku agents
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Aug 3, 2026 - HTML
让 Agent 高效又守纪律 — 不止省 token：ZeroToken 压缩无效上下文/推理/输出；尉缭子十原则约束权限边界、单一指令、先谋后动、验证先于结束；附 Unicode 编码规范、搜索规范、六种任务模式。More than token savings: ZeroToken efficiency + AI coding discipline for Reasonix / Codex / OpenCode / Hermes
skill opencode codex ai-agent llm prompt-engineering ai-workflow context-optimization token-efficiency token-budget token-efficient agent-discipline reasonix zerotoken concise-output dsh-plugin
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Aug 13, 2026 - Python
The coordination layer for Multiplayer AI
python multi-agent-systems state-synchronization autogen cache-coherence ai-agent langchain llm-agent crewai agent-memory token-efficiency
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Aug 10, 2026 - Python
Agent skill that routes each coding task to the most token-efficient tool per layer: serena for code reads, rtk for command output, caveman for prose, Ponytail for generated code — −70% tokens measured in a 9-tool benchmark. Installable as a Claude Code plugin or Codex skill.
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Jul 8, 2026
Open-source platform for token-efficient AI agents. Self-host with docker compose up.
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Jun 3, 2026 - Python
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