There is no technical debt when code is ephemeral. This is why vibe coding is here to stay.
2025 has been one hell of a ride.
Cheers to 2026
Give me an API key and Opus 4.5, and I shall move the world. https://cdn.nostrcheck.me/66749e7e3301133e813e6d19c8213d5d64a0eabca3ebe3770a232ded96151a2c/ae26a22ac50800e4a65116dd101db17534728f8b2772a4633adae0fda16e09e9.webp
Context graphs are the missing “decision memory” layer enterprises need to make AI agents truly useful. They don’t replace RAG or knowledge graphs; instead they connect decisions, policies, tools, systems, humans, and outcomes so agents understand not just what happened but why.
I have written a follow-up piece to my "Year In Review: Agentic AI in the Enterprise" discussing how context graphs may be the missing element in enterprise decision intelligence and building a truly agentic enterprise. https://deepgains.substack.com/p/context-graphs-the-missing-link-for
I have written a follow-up piece to my "Year In Review: Agentic AI in the Enterprise" discussing how context graphs may be the missing element in enterprise decision intelligence and building a truly agentic enterprise. https://deepgains.substack.com/p/context-graphs-the-missing-link-for
Context graphs are the missing “decision memory” layer enterprises need to make AI agents truly useful. They don’t replace RAG or knowledge graphs; instead they connect decisions, policies, tools, systems, humans, and outcomes so agents understand not just what happened but why.
Groq Nvidia deal is a non-exclusive licensing agreement and not an acquisition. https://groq.com/newsroom/groq-and-nvidia-enter-non-exclusive-inference-technology-licensing-agreement-to-accelerate-ai-inference-at-global-scale
New blog on what 2025 taught us about the gap between the dream of AI autonomy and actual deployments, what worked, what didn't and how I am approaching 2026.
#ai #agents
https://deepgains.substack.com/p/year-in-review-agentic-ai-in-the
Meta has not had a great year from leading the #AI frontier perspective. However one of the best at-scale implementations of generative AI was from them. Meta AI translation built into instagram automatically dubs and lip-syncs reels into other languages.
2025 was supposed to be the year of #AI agents. As karpathy said in a recent podcast, this is the start of the decade of agents.
However, in my view, 2025 was the year of "Developer Experience".
#AI wars 2025:
#Anthropic has won the developers and #Google has won over the rest of the knowledge workers in this round.
Deepseek, Qwen and Kimi won the open source side of the story.
I’ll be surprised if anything significantly changes in the remaining weeks of 2025
Pre ChatGPT writing is the “low-background steel” of the era with zero contamination.
#AI
I am hoping that the industry back Anthropic Agent Skills the same way they did MCP.
With the release of Agent Skills, Anthropic has shown us a great reference implementation of Context Engineering. While they may not have called it out explicitly in the documentation, everything about how skills have been implemented aligns with the core principles of context engineering.
With today's releases OpenAI has taken us a step closer to "AI is the new UI"
So Jensen’s prediction was that OpenAI will 2x from it’s current valuation. Why is that shocking or surprising to anyone who is remotely aware of the industry?
The state of MCP in the enterprise today. #ai #mcp https://cdn.nostrcheck.me/66749e7e3301133e813e6d19c8213d5d64a0eabca3ebe3770a232ded96151a2c/021e802cdd7e7b94560bdfb75474c5c2e03ac18e6a2b8cbd9a5b37bc573e887f.webp
There has never been a better time to code.
There has never been a better time to not have to code.
ACP - A new protocol for standardizing the communication between code editors (IDEs, text-editors, etc.) and coding agents. Not going to be big as MCP but could help build standards in a growing niche of IDEs. Supports Zed, neovim & Gemini Agent.