ccpkg
An open packaging format for AI coding assistant extensions. One file, one install, zero post-install steps.
Robert Allen
Technologist | Regenerative Agriculturist
Passionate about building robust, scalable systems and contributing to open source software. Specializing in backend architecture, API design, and developer tools. Author of open specifications for AI memory interchange and extension packaging.
Core Competencies
Python
Rust
Go
PHP
TypeScript
Architecture
APIs
OpenAPI/Swagger
DevOps
AI Tooling
AI Assisted Development
Electrical Engineering
Precision Agriculture
MCP Servers
Claude Code Plugins
Open Source
Open Specifications
Featured Projects
git-adr
Architecture Decision Records stored in git notes with AI-powered drafting.
MIF
Memory Interchange Format. An open specification for how AI assistants store, exchange, and reason about persistent memory.
mnemonic
Filesystem-based persistent memory system for Claude Code with ontology-driven namespaces and automatic recall.
nsip
Sheep genetic evaluation CLI and MCP server built in Rust for querying NSIP Expected Breeding Values.
nsip-example
Epic Pastures demo farm showing digital records, NSIP genetic breeding integration, and EOV ecological monitoring.
Structured MADR
Machine-readable Architecture Decision Records with YAML frontmatter, JSON Schema validation, and compliance tracking.
subcog
High-performance memory system for Claude Code with semantic search and git-native storage.
swagger-php
PHP library for generating OpenAPI documentation from annotations and attributes.
Recent Posts
Context Injection: A Separate Tool for Memory-Augmented LLMs
Why memory search and context injection are different tools, and how cascading token budgets solve the prompt enrichment problem.
Friday Roundup - Week 13: Trust, Benchmarks, and the $50M Sprayer
GitHub's private repo training opt-out deadline, three supply chain attacks, Claude Code 2.1.86, ARC-AGI-3's sub-1% AI score, and Ecorobotix's $50M precision spraying investment.
From Paper to Production: Processing a Gigabyte with RLM
How a research paper on Recursive Language Models became a Rust CLI tool and a Claude Code swarm plugin that processed 75,000+ rows of messy enterprise data and discovered an 11-dimension taxonomy nobody planned.
Friday Roundup - Week 12: Astral Goes to OpenAI, Channels Land in Claude Code
Astral joins OpenAI in the week's biggest developer tools acquisition. Claude Code ships four releases with MCP push channels and 128k context. NVIDIA opens RL training infrastructure for multi-turn agents.
Friday Roundup - Week 11: Claude Code Sprint, Farm Data Wars, Distillation
Claude Code shipped 3 releases in 3 days with a 12x prompt caching fix. Agricultural data ownership enters a new phase. LLM distillation research gets more principled. OpenAPI Overlay v1.1 lands.
Friday Roundup - Week 10: New Models, Compromised Machines, and Native MCP
GPT-5.4 ships with a system card, a GitHub issue title exploited Cline to compromise 4,000 developer machines, and Claude Code 2.1.70 brings native MCP management to VS Code.
Friday Roundup - Week 9: Claude Code, MCP Matures, Agents
Claude Code Remote Control ships, tool choices get scrutinized, Block cuts half its workforce for AI, MCP hits production, and agent reliability research picks up.
Friday Roundup - Week 8: Capital, Models, and the MCP Enterprise Shift
Anthropic raises $30B at a $380B valuation while Gemini 3.1 Pro lands on HN's front page with 806 upvotes. MCP servers from AWS, Microsoft, and GitHub signal the protocol has graduated from experimental to infrastructure.
Friday Roundup - Week 7: Open Standards vs Vendor Lock-In
Two open specs tackle AI memory and extension fragmentation: MIF for memory interchange and ccpkg for packaging. MCP ecosystem hits 700+ servers.
Introducing ccpkg: One Package Format for Every AI Coding Tool
An open packaging format for AI coding assistant extensions. Self-contained archives, cross-tool portability, lazy loading, and deterministic installs.