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Projects in Awesome Lists tagged with context-engineering

A curated list of projects in awesome lists tagged with context-engineering .

https://github.com/gsd-build/get-shit-done

A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.

claude-code context-engineering meta-prompting spec-driven-development

Last synced: 15 May 2026

https://github.com/gsd-build/gsd-2

A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture

context-engineering meta-prompting spec-driven-development

Last synced: 10 May 2026

https://github.com/glittercowboy/get-shit-done

A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.

claude-code context-engineering meta-prompting spec-driven-development

Last synced: 08 Feb 2026

https://github.com/volcengine/MineContext

MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）

agent context-engineering electron embedding-models memory proactive-ai python python3 rag react vector-database vision-language-model

Last synced: 21 Oct 2025

https://github.com/cocoindex-io/cocoindex-code

A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!

agents ast cocoindex code-search coding-agent context-engineering indexing mcp python tree-sitter

Last synced: 27 Apr 2026

https://github.com/yvgude/lean-ctx

The Context OS for AI Development. Reduce token waste in Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini & more by 60–95% (up to 99% on cached reads) Shell Hook + MCP Server · 49 tools · 10 read modes · 90+ patterns · Single Rust binary

agentic-coding ai ai-coding claude-code context-engineering copilot cursor developer-tools gemini-cli llm mcp mcp-server reduce-token-costs rust token-optimization

Last synced: 05 Jun 2026

https://github.com/nexi-lab/nexus

Nexus, the shared heartbeat where every agent and human connect, collaborate, and evolve together.

ai-memory context-engineering context-store filesystem llm

Last synced: 24 Apr 2026

https://github.com/synalinks/synalinks

🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

context-engineering in-context-learning in-context-reinforcement-learning language-model llmops llms neuro-symbolic neuro-symbolic-ai reinforcement-learning reinforcement-learning-agent test-time-adaptation test-time-training

Last synced: 11 Oct 2025

https://github.com/context-hub/generator

CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

context context-aware-ai context-engineering context-extractor hacktoberfest instructions llm mcp mcp-server mcp-servers mcp-tools php prompt-engineering vibe-coding

Last synced: 08 Feb 2026

https://github.com/griddynamics/rosetta

Meta-prompting, context engineering, and centralized instructions management for AI coding agents

ai-agents antigravity claude-code codex context-engineering copilot cursor developer-tools gemini-cli mcp-server opencode plugins progressive-disclosure windsurf

Last synced: 10 Jun 2026

https://github.com/automagik-dev/genie

Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it.

ai-agents ai-developer-tools anthropic automation autonomous-agents claude claude-code cli coding-agents context-engineering developer-tools llm mcp orchestration parallel-agents productivity terminal typescript vibe-coding worktrees

Last synced: 20 May 2026

https://github.com/hexinfo/dat

Asking yours data in a natural language way through pre-modeling (data models and semantic models).

agent-framework agents chatbi chatdata context-engineering data-analysis llms mcp nl2sql rag text2sql

Last synced: 04 Mar 2026

https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

agentic-ai agentic-rag context-engineering deterministic-ai gpt-5-api mcp model-context-protocol multi-agent-systems pinecone rag semantic-analysis semantic-blueprints universal-context-engine

Last synced: 14 Apr 2026

https://github.com/prompthon-io/agent-systems-handbook

A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: prompt injection defenses, emerging agent runtimes, and production AI workflow patterns.

a2a agent-framework agent-memory agentic-ai agentic-workflow ai-agent ai-agents autonomous-agents context-engineering deep-research developer-tools generative-ai langgraph llm-agents llm-applications mcp multi-agent-systems prompt-engineering rag workflow-automation

Last synced: 31 May 2026

https://github.com/alekspetrov/navigator

Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exchanges instead of crashing at 7.

ai-assistant ai-tools anthropic claude claude-code context-engineering developer-tools llm plugin productivity

Last synced: 11 May 2026

https://github.com/cortexkit/opencode-magic-context

OpenCode plugin for Magic Context — cache-aware infinite context, cross-session memory, and background history compression for AI coding agents

agent-context agent-framework agent-memory ai ai-agents ai-context ai-memory cache-aware context-engineering context-management langchain memory opencode

Last synced: 21 Apr 2026

https://github.com/Cluster444/agentic

An agentic workflow tool that provides context engineering support for opencode

agentic agentic-coding context-engineering

Last synced: 05 Nov 2025

https://github.com/Fr-e-d/GAAI-framework

Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.

agentic-coding ai-agents ai-coding ai-developer-tools ai-governance ai-memory-system autonomous-agents claude-code codex-cli context-engineering cursor devtools gemini-cli opencode vibe-coding windsurf

Last synced: 20 Apr 2026

https://github.com/ba-calderonmorales/terminal-jarvis

In the midst of all the tools out there that you can possibly use to keep track of them. Here's a "shovel" that just works to try them all out.

aider amp cargo claude-code cli codex context-engineering copilot crush gemini-cli goose llxprt meta-prompting opencode packages-manager qwen-code rust terminal thinwrapper typescript

Last synced: 01 Mar 2026

https://github.com/vanzan01/claude-code-sub-agent-collective

🧠 Context Engineering Research - Not just another agent collection, but using research and context engineering to function as a collective. Hub-and-spoke coordination through Claude Code.

agents ai-development autonomous-programming claude claude-code context-engineering multi-agent playwright sub-agents task-master taskmaster yolo

Last synced: 18 Aug 2025

https://github.com/websitebutlers/codefire-app

CodeFire gives AI coding tools persistent memory, task tracking, and project intelligence. A desktop companion for the AI-native workflow.

claude claudecode context-engineering context-engineering-framework mcp

Last synced: 09 May 2026

https://github.com/claudioemmanuel/squeez

Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.

ai-cli bash-hook claude-code codex-cli context-engineering context-window copilot-cli gemini-cli llm llm-tools mcp-server opencode rust session-memory signature-extraction token-compression token-optimizer zero-dependency

Last synced: 18 May 2026

https://github.com/packmindhub/packmind

Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.

ai-code-governance ai-coding-assistant ai-guardrails claude-code context-engineering contextops copilot cursor

Last synced: 16 Jan 2026

https://github.com/efficientcontext/contextpilot

Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, RAG, and Agentic AI.

ai-agents context-api context-engineering inference-optimization prompt-engineering

Last synced: 05 Mar 2026

https://github.com/melandlabs/openloomi

Openloomi is your open-source proactive AI Mates that remembers all work details.

agent ai claw context-engineering gmail graph harness-engineering llm llm-model mcp memory message promt-engineering rag security skills slack telegram whatsapp

Last synced: 29 May 2026

https://github.com/agent-team-foundation/first-tree-legacy

A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive.

ai-agents claude-code cli codex context-engineering context-tree context-wiki harness-engineering

Last synced: 31 May 2026

https://github.com/ramakay/claude-organizer

AI-powered file organization and context engineering that understands content, not patterns. Automatically sorts temporary scripts from permanent docs while preserving your workflow. Works seamlessly with Claude Code hooks. Protects README, LICENSE, configs.

claude-ai claude-code context-engineering

Last synced: 21 Sep 2025

https://github.com/timothywarner-org/prompt-pro

Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.

agentic-ai ai-training artificial-intelligence business-ai chatgpt claude context-engineering course-materials education google-gemini llm machine-learning mcp microsoft-copilot model-context-protocol openai oreilly professional-development prompt-engineering prompt-templates

Last synced: 11 Feb 2026

https://github.com/wolfe-jam/faf-cli

Persistent Project Context for AI — IANA-registered .faf format · universal CLI

agents-md ai ai-context claude claude-code cli context-engineering cursor developer-tools faf file-format gemini grok iana mcp nodejs npm project-dna typescript yaml

Last synced: 17 May 2026

https://github.com/prompt-templates/ai-session-governance

Harness engineering for AI session continuity — cross-tool handoff governance for Codex, Claude Code, and Gemini CLI. PLAN→READ→CHANGE→QC→PERSIST workflow with anti-drift guardrails.

agents-md ai-coding ai-handoff claude-code codex context-engineering gemini-cli harness-engineering session-governance vibe-coding

Last synced: 26 Apr 2026

https://github.com/evilayman/opencode-raven

Raven is a context firewall for OpenCode. It routes noisy search, docs, web, GitHub, and MCP calls through a free focused agent before they hit your main model. saving cost and context!

ai-agent context-engineering context-management context7 exa grep-app mcp opencode opencode-plugin search subagent tool-routing web-search

Last synced: 05 Jun 2026

https://github.com/yzfly/contextx

ContextX: Context-driven AI development framework powered by Claude Code. Transform documents into complete projects with intelligent agent workflows.

claude claude-ai claude-code claude-dekstop claude4 context-engineer context-engineering mcp

Last synced: 30 Aug 2025

https://github.com/unknown-studio-dev/hoangsa

HOANGSA is a context engineering system for Claude Code. It solves a fundamental problem: Claude's output quality degrades as the context window fills up.

claude claude-code context-engineering meta-prompting spec-driven-development

Last synced: 24 Apr 2026

https://github.com/vstorm-co/summarization-pydantic-ai

Context Management processor for Pydantic AI agents, providing LLM-powered summarization or zero-cost sliding window trimming to handle infinite/long-running conversations without context overflow. Supports flexible triggers, safe cutoffs, and custom prompts for efficient AI apps.

ai-agents anthropic chatgpt claude context-engineering deepagents gemini llm pydantic-ai python

Last synced: 01 Apr 2026

https://github.com/agentkit-seo/agentkit-seo

An open-source framework for engineering your professional discoverability across platform algorithms, search engines, and AI agents. Covers CV/ATS, LinkedIn, GitHub, personal websites, X, and Agent Context Optimization (ACO).

agent-context agent-skill ai-agents ai-optimization antigravity-cli antigravity-cli-extensions ats career claude-code-skills codex-skills context-engineering cv gemini-cli-extensions gemini-cli-skills linkedin llm-wiki opencode-skills personal-branding resume seo

Last synced: 01 Jun 2026

https://github.com/nold-ai/specfact-cli

The Swiss-knife CLI for validation and alignment in software delivery. Keep backlog intent, specs, tests, and code in sync across AI-assisted and brownfield delivery.

ai backlog-refinement brownfield code2spec context-engineering contract-enforcement contract-first contract-testing contracts copilot kanban legacy-modernization python requirements-engineering scrum sdd spec-driven-development spec-first testing value-driven

Last synced: 04 May 2026

https://github.com/repoprompt/repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

ai-agents coding-agents context-engineering developer-tools macos mcp model-context-protocol prompt-engineering swift

Last synced: 01 Jun 2026

https://github.com/gqfx/fnmap

AI code indexing tool for analyzing JS/TS code structure and generating structured code maps

ai ai-assistant context-engineering

Last synced: 13 Jan 2026

https://github.com/rp1-run/rp1

Ready Player One - stop prompting; start shipping

ai claude-code context-engineering developer-tools opencode prompt-engineering

Last synced: 10 May 2026

https://github.com/mikeprasad/aria-knowledge

Applied reasoning, persistent agent memory, context engineering, and human-governed trust for AI coding agents — Claude Code, Claude Cowork, Codex, Cursor, Antigravity. Compatible with Obsidian.

agent-memory agentic-ai ai-agents ai-coding claude claude-code claude-code-plugin context-engineering cursor cursor-rules developer-tools human-in-the-loop knowledge-base knowledge-management llm-memory markdown obsidian openai-codex persistent-memory planning

Last synced: 03 Jun 2026

https://github.com/timothywarner-org/context-engineering

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

ai-agents ai-memory anthropic azure-ai-search chromadb claude context-engineering fastapi fastmcp hybrid-rag knowledge-graph langgraph llm mcp mcp-tools model-context-protocol python rag semantic-memory vector-database

Last synced: 11 Feb 2026

https://github.com/roomi-fields/rtfm

The open retrieval layer for AI coding agents. Indexes code, docs, legal, research, data — 22 parsers (incl. EPUB, DOCX, ODT), FTS5 + semantic search, knowledge graph. Serves surgical context via MCP. Open source, local, free.

ai-agents claude claude-code code-search context-engineering developer-tools embeddings fts json-schema knowledge-base knowledge-graph mcp mcp-server notebooklm obsidian python rag retrieval semantic-search sqlite

Last synced: 24 May 2026

https://github.com/frmoretto/stream-coding

Stop "vibe coding" and start Stream Coding, the 10-20x velocity methodology for AI-accelerated development. Includes the official SKILL.md for Claude/Cursor/Windsurf and the complete Manifesto.

ai-accelerated ai-coding ai-development claude claude-code context-engineering cursor developer-tools documentation-first llm methodology sdd software-engineering specification-driven-development technical-debt velocity

Last synced: 02 Mar 2026

https://github.com/florianbruniaux/ctxharness

Catch stale versions, broken paths, and missing scripts in your AI instruction files (CLAUDE.md, rules)

ai claude-code cli context-engineering developer-tools documentation drift-detection github-action testing typescript

Last synced: 10 May 2026

https://github.com/senzing-garage/sz-semantics

Transform JSON output from Senzing SDK for use with graph technologies, semantics, and downstream LLM integration

context-engineering data-privacy entity-resolution entity-resolved-knowlege-graph ontology rdf semantic-layer semantics senzing-test-linux-darwin-windows senzing-test-weekly skos

Last synced: 28 Feb 2026

https://github.com/coalesce-labs/catalyst

Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

agent-memory agentic-coding ai-agents ai-coding claude-code-commands claude-code-plugin claude-code-plugins-marketplace claude-code-subagents context-engineering token-optimization

Last synced: 29 May 2026

https://github.com/turtir-ai/kairos-context-keeper

Kairos: An autonomous development supervisor powered by Context Engineering. It provides a living memory and a contextual constitution for your projects to prevent AI context loss.

agentic-ai ai ai-assistant autonomous-agents code-generation context-engineering cursor-ide developer-tools docker fine-tuning hackathon kiro-ide llm llms local-llm nlp ollama python rag retrieval-augmented-generation

Last synced: 06 Aug 2025

https://github.com/frmoretto/clarity-gate

Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protocol for your documents that are going to be provided to LLMs or RAG systems. Place automatically the missing uncertainty markers to avoid confident hallucinations. HITL for non-directly verifiable claims.

ai ai-safety clarity-gate claude context-engineering documentation epistemic-quality hallucination llm methodology pre-ingestion prompt-engineering rag stream-coding verification

Last synced: 02 Feb 2026

https://github.com/shinpr/codex-workflows

Structured agentic coding workflows for OpenAI Codex CLI with specialized AI subagents, planning, and quality gates.

agent-skills agentic-coding ai-coding ai-coding-agent code-generation code-quality codex codex-cli context-engineering development-workflow multi-agent openai subagents tdd

Last synced: 03 May 2026

https://github.com/aleeepassarelli/semantic-latent-engineering

“Semantic Latent Engineering (SLE) is a high-level framework for reasoning about meaning, intent and agents on top of LLMs. It combines math, cognitive architecture and practical patterns (SD, HDSA, ABC, CPP, MMOR) to move from prompt tricks to auditable, testable semantic engineering.

agent agentic-ai ai-architecture attention-mechanism cognitive-architecture context-engineering ensemble-learning llm mechanistic-interpretability multi-agent-systems prompt-engineering semantic-density semantic-latent-engineering

Last synced: 05 Mar 2026

https://github.com/marcosjimenez/pcompiler

A declarative prompt engineering framework that transforms high-level DSL definitions into optimized, model-specific LLM prompts.

cicd context-engineering prompt-engineering python tools

Last synced: 12 Mar 2026

https://github.com/maystudios/maxsimcli

Solve context rot in AI coding. Spec-driven development system for Claude Code, OpenCode, Gemini CLI, and Codex — with parallel subagents, atomic commits, and a live dashboard.

agentic-coding ai-tooling ai-workflow claude-code cli context-engineering context-window developer-tools gemini-cli llm meta-prompting opencode spec-driven-development subagent typescript

Last synced: 06 Apr 2026

https://github.com/cyqlelabs/mcp-dual-cycle-reasoner

A MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism.

agentic-ai agents ai artificial-intelligence context-engineering large-language-models llm logic loop loop-detection mcp mcp-server prompt-engineering

Last synced: 02 Feb 2026

https://github.com/n0zer0d4y/athena-protocol

An AI tech lead in server form—this intelligent MCP agent validates your coding agent's strategy, analyzes impact, and catches critical issues before any code is written. Like having a senior engineer review every approach, ensuring thoughtful architecture and fewer regressions.

ai-agents ai-assisted-coding code-analysis code-quality context-engineering dependency-mapping developer-tools impact-analysis mcp-server model-context-protocol multi-llm-support thinking-validation vibe-coding

Last synced: 03 Feb 2026

https://github.com/0xplaygrounds/ryzome-mcp-plugins

🫚 Integration plugins to leverage Ryzome's agentic context in Openclaw, Claude Code & via MCP

agents agentshub context-engineering context-management openclaw openclaw-alternative openclaw-extension openclaw-plugin ryzome

Last synced: 23 Apr 2026

https://github.com/fareedkhan-dev/contextual-engineering-guide

Implementation of contextual engineering pipeline with LangChain and LangGraph Agents

ai ai-agents claude context-engineering langchain langgraph large-language-models openai prompt-engineering

Last synced: 12 Oct 2025

https://github.com/ichbinsoftware/agentic-context-framework

A structured framework for giving AI assisted teams the architectural context they need to generate code that fits your system.

agent-context-management agentic-devops ai-agents context-engineering developer-tools

Last synced: 07 Apr 2026

https://github.com/helderberto/tracerkit

Spec-driven development workflow for AI agents - PRD, plan, check.

ai claude-code context-engineering engineering prd sdd sdlc spec-driven-development spec-planning specification tracerkit

Last synced: 09 Apr 2026

https://github.com/emminix/echocontext-factory

🎵 Voice-enabled context engineering system for Claude Code with accessibility features and documentation-to-development bridge

accessibility automation claude-code context-engineering developer-tools elevenlabs hooks javascript mcp-integration multi-agent openai python tts typescript voice-ai workflow

Last synced: 08 Apr 2026

https://github.com/max9159/agent-context-store

A Git-backed, schema-validated handoff toolkit that gives each AI agent role (BA, SA, Dev, QA) a structured way to produce, validate, and pass SDLC artifacts to the next role.

agentic-engineering ai ai-agents ai-tool claude codex context-engineering cursor harness-engineering llm openclaw

Last synced: 10 Jun 2026

https://github.com/n0zer0d4y/mercury-spec-ops

Modular MCP server for programmatic prompt engineering. Provides intelligent prompt assembly for PRD generation, codebase analysis, and bug analysis with support for 31 technology stacks.

bug-analysis code-analysis context-engineering developer-tools mcp-server model-context-protocol modular-architecture prompt-assembly prompt-engineering

Last synced: 03 Feb 2026

https://github.com/Apoo711/Context-Engineering

🚀 A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and complex software development.

ai-assisted-development cli context-engineering gemini generative-ai prompt-engineering software-development template

Last synced: 10 Aug 2025

https://github.com/scottbaggett/dex

Context optimization for agentic workflows. Extract and format code changes with surgical precision for LLM.

agentic-ai cli context-engineering llms

Last synced: 12 Apr 2026

https://github.com/bessouat40/dumbo-rs

A simple tool to ingest code files into a single text file for LLM context.

cli cli-app context-engineering context-management llm llm-tools llms rust

Last synced: 09 Apr 2026

https://github.com/hegemonart/get-design-done

Get Design Done — master frontend design orchestrator plugin for Claude Code by HGMN

claude-code context-engineering design-tools meta-prompting spec-driven-development ui-design

Last synced: 31 May 2026

https://github.com/obsfx/promptscout

Enrich coding agent prompts with codebase context using a local LLM

agent ai coding-agent context-engineering llamacpp node prompt-engineering qwen3 qwen3-4b

Last synced: 19 Feb 2026

https://github.com/rubytanuki/tostr

An agentic code context engine MCP+CLI which pre-compiles an llm-described AST in the .tost format, greatly reducing context bloat and token costs for agentic coding tasks

ai-agents context-engineering llm-tools mcp

Last synced: 07 Jun 2026

https://github.com/ncmonx/icemage

Token-efficient context engine for AI coding agents. v2.0: Lean & Lossless Compaction governor + zoned profile/skill memory + identity-agnostic persona continuity + source provenance + command discovery + interlinked flows + live cross-session presence wire. 1541 tests, 41 MCP tools, Elastic License 2.0.

ai-agents ai-coding anthropic claude-code cli cline context-engineering cpp17 cursor developer-tools knowledge-graph llm-tools local-first mcp mcp-server prompt-engineering semantic-search sqlite token-optimization

Last synced: 11 Jun 2026

https://github.com/frankxai/agentic-creator-os

Agentic Creator OS v11 — The operating system for AI-powered creators. 90+ skills, 65+ commands, 38 agents, 8 plugins. Works with Claude Code, Cursor, Windsurf, Gemini.

agentic-skills ai-agents autonomous-coding claude-code claude-code-plugins context-engineering developer-tools hooks llm multi-agent orchestration skills subagents

Last synced: 04 Apr 2026

https://github.com/myprototypewhat/context-chef

Context compiler for TypeScript/JavaScript AI agents. Automatically compiles agent state into optimized LLM payloads with history compression, tool pruning, multi-provider support, and more.

ai-agent ai-sdk anthropic compression context-engineering context-window-optimization gemini llm middleware monorepo openai typescript vercel-ai

Last synced: 28 May 2026