arunsasi.bsky.social
@arunsasi.bsky.social
In “The Memory Problem: Why Your Agents Fail,” I unpack why context, not capability, is the real bottleneck for enterprise #AI. Read it on Deep Gains: deepgains.substack.com/p/the-memory...
The Memory Problem- Why Your Agents Fail: Part 1
What happens when the knowledge that runs your company lives only in people's heads.
deepgains.substack.com
January 6, 2026 at 4:49 AM
In “The Memory Problem: Why Your Agents Fail,” I unpack why context, not capability, is the real bottleneck for enterprise #AI. Read it on Deep Gains: deepgains.substack.com/p/the-memory...
There is no technical debt when code is ephemeral. This is why vibe coding is here to stay.
January 3, 2026 at 2:15 AM
There is no technical debt when code is ephemeral. This is why vibe coding is here to stay.
There is no technical debt when code is ephemeral. This is why vibe coding is here to stay.
January 3, 2026 at 2:15 AM
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.
Cheers to 2026
Give me an API key and Opus 4.5, and I shall move the world.
January 1, 2026 at 5:15 AM
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.
Cheers to 2026
Give me an API key and Opus 4.5, and I shall move the world.
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.
December 28, 2025 at 10:00 PM
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.
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.
December 27, 2025 at 7:24 PM
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. groq.com/newsroom/gro...
Groq and Nvidia Enter Non-Exclusive Inference Technology Licensing Agreement to Accelerate AI Inference at Global Scale | Groq is fast, low cost inference.
The Groq LPU delivers inference with the speed and cost developers need.
groq.com
December 25, 2025 at 1:18 AM
Groq Nvidia deal is a non-exclusive licensing agreement and not an acquisition. groq.com/newsroom/gro...
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
deepgains.substack.com/p/year-in-re...
#ai #agents
deepgains.substack.com/p/year-in-re...
Year In Review: Agentic AI in the Enterprise - by Arun S
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.
deepgains.substack.com
December 24, 2025 at 7:51 PM
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
deepgains.substack.com/p/year-in-re...
#ai #agents
deepgains.substack.com/p/year-in-re...
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.
December 17, 2025 at 9:43 PM
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".
However, in my view, 2025 was the year of "Developer Experience".
November 26, 2025 at 4:22 AM
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".
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
#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
November 21, 2025 at 5:35 PM
#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
#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
Happy Halloween
October 31, 2025 at 12:22 PM
Happy Halloween
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.
October 19, 2025 at 12:16 AM
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.
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?
September 28, 2025 at 3:28 PM
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?
September 21, 2025 at 9:34 PM
There has never been a better time to code.
There has never been a better time to not have to code.
There has never been a better time to not have to code.
September 5, 2025 at 3:23 AM
There has never been a better time to code.
There has never been a better time to not have 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.
agentclientprotocol.com/overview/int...
agentclientprotocol.com/overview/int...
Introduction - Agent Client Protocol
Get started with the Agent Client Protocol (ACP)
agentclientprotocol.com
August 31, 2025 at 12:42 AM
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.
agentclientprotocol.com/overview/int...
agentclientprotocol.com/overview/int...
This is the only logical take on the MIT report on AI that I could find. Almost all of the other "influencers" have not even seen the actual report and are going by fortune's take on a fundamentally flawed "research"
youtu.be/5QzqyrnL010
youtu.be/5QzqyrnL010
No, 95% of AI Pilots Aren't Failing
youtu.be
August 25, 2025 at 3:09 AM
This is the only logical take on the MIT report on AI that I could find. Almost all of the other "influencers" have not even seen the actual report and are going by fortune's take on a fundamentally flawed "research"
youtu.be/5QzqyrnL010
youtu.be/5QzqyrnL010
August 24, 2025 at 12:24 AM
If you have noted system prompts of many popular chat apps, they have explicitly stated who the current US president is and when he took office. I guess it is to avoid this kind of confusion. #ai #perplexity
July 26, 2025 at 3:21 PM
If you have noted system prompts of many popular chat apps, they have explicitly stated who the current US president is and when he took office. I guess it is to avoid this kind of confusion. #ai #perplexity
Unlike Google DeepMind, OpenAI didn’t officially collaborate with the IMO for result verification. OpenAI announced their gold medal performance before the IMO closing ceremony, despite organizers requesting #AI companies wait a week to avoid overshadowing student achievements.
July 23, 2025 at 4:10 AM
Unlike Google DeepMind, OpenAI didn’t officially collaborate with the IMO for result verification. OpenAI announced their gold medal performance before the IMO closing ceremony, despite organizers requesting #AI companies wait a week to avoid overshadowing student achievements.
Amazon acquired Bee, a San Francisco AI startup that makes a $49 wrist-worn device that continuously listens to and transcribes users’ daily conversations
www.geekwire.com/2025/amazon-...
www.geekwire.com/2025/amazon-...
Amazon is acquiring Bee, maker of a wearable AI assistant that listens to conversations – GeekWire
(Bee Photo) Amazon is buying Bee, a small San Francisco startup behind a $49.99 wearable wrist device designed to record and transcribe conversations. Bee
www.geekwire.com
July 23, 2025 at 1:53 AM
Amazon acquired Bee, a San Francisco AI startup that makes a $49 wrist-worn device that continuously listens to and transcribes users’ daily conversations
www.geekwire.com/2025/amazon-...
www.geekwire.com/2025/amazon-...
After using Perplexity Comet I am now clear on how we will get to AGI.
July 19, 2025 at 4:43 PM
After using Perplexity Comet I am now clear on how we will get to AGI.
Computer use agents and agentic browsers are not an excuse to not fix broken UX.
July 14, 2025 at 7:05 PM
Computer use agents and agentic browsers are not an excuse to not fix broken UX.