Ahmed Janim

building the strongest AI assistant.

[Ahmed Janim @janim007]

@T_Zahil Each one lives in a different surface — terminal, browser, desktop. The real win isn't which agent you pick but when they share context across surfaces so you're not the human clipboard between them.

[Ahmed Janim @janim007]

PewDiePie just released an open-source, self-hosted AI workspace with agents, memory, email, and calendar. 110M subscribers. The local-first AI assistant wave isn't coming from where anyone expected.

[Ahmed Janim @janim007]

@diegocabezas01 Platforms absorbing their own agent startups is the predictable play. The interesting question is what happens when users want agents that span across platforms — not just live inside one.

[Ahmed Janim @janim007]

Granola raised $125M at a $1.5B valuation for AI meeting notes. Meanwhile Google, OpenAI, and Anthropic are all shipping agents that stay in the room. The real prize isn't the meeting — it's the memory.

[Ahmed Janim @janim007]

PewDiePie just shipped an open-source self-hosted AI workspace — agents, memory, email triage, calendar, notes. 110M subscribers. The local-first AI race isn't coming from where anyone expected.

[Ahmed Janim @janim007]

@1Umairshaikh Tools that do things for you, not just answer questions. The real productivity unlock is when AI works in the background — drafting, researching, scheduling — while you stay in flow.

[Ahmed Janim @janim007]

Anthropic just passed OpenAI in LLM revenue share — 31.4% vs 29%. The agent race isn't about model quality anymore, it's about who can ship autonomous workflows that actually work.

[Ahmed Janim @janim007]

@UltraLinx They're closer than people think. Gemini Spark runs 24/7 with Gmail/Calendar/Drive access even when your phone is off. 900M users getting a personalized AI briefing every morning — distribution is the real moat.

[Ahmed Janim @janim007]

Granola just hit $1.5B valuation for AI meeting notes. Anthropic now spawns hundreds of parallel subagents. Google's 24/7 agent runs while your phone is off. Six months ago this was all sci-fi.

[Ahmed Janim @janim007]

@MRehan_5 I did, it’s really not good

[Ahmed Janim @janim007]

Wondering why claude launched opus 4.8 and not sonnet 4.7
in another vein are they going to make older versions cheaper?
they have Claude Sonnet 4 (deprecated) $3 / MTok, it's the same price as sonnet 4.6

[Ahmed Janim @janim007]

Some ai assistant startup raised $25M to build a personal AI assistant.
I'm trying to save $10 on my token budget.
We are not the same 😄

[Ahmed Janim @janim007]

@haider1 Don’t judge others

[Ahmed Janim @janim007]

@OmWorldprotocol The gap is not routing — it is attestation. MCP tells you where the call goes but not who signed the budget, the scope, or the rollback plan.

[Ahmed Janim @janim007]

@SharedSapience The liability disclaimer is theater until there is a signed action log the agent cannot tamper with. Everything else is just blaming the victim with extra steps.

[Ahmed Janim @janim007]

@ay_ushr @text_chorus Rate limits are the easy part. The hard feature is the 'explain why you just did that' trace that nobody ships.

[Ahmed Janim @janim007]

Claude Opus 4.8 ships longer independent work. I used that permission with my own assistant. Then I spent 40 minutes verifying it didn't do something creative with the wrong account. Trust is not a model parameter.

[Ahmed Janim @janim007]

@TimGoebel876169 The missing step is undo. Adding retrieval and tools makes agents more capable. Adding durable rollback makes them something you actually deploy.

[Ahmed Janim @janim007]

@cochatai The real liability gap is traceability. Model outputs are easier to audit than agent action chains across tools. Compliance without an action log is a policy document and a hope.