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Aaron Ng

Aaron Ng

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Founder of the local AI tool @apolloaiapp (acquired by @liquidai). I've helped companies like meta, cashapp & more.

Recent Posts

5.3‑Codex‑Spark Delivers Lightning Speed on OpenClaw
Social•Feb 20, 2026

5.3‑Codex‑Spark Delivers Lightning Speed on OpenClaw

5.3-codex-spark is insanely fast at responding on openclaw. not as friendly but actually a big experience step up

By Aaron Ng
Users Find OpenAI 5.2 Too Slow and Unfriendly
Social•Feb 20, 2026

Users Find OpenAI 5.2 Too Slow and Unfriendly

which openai model are people liking for their openclaw? is 5.2-thinking is too slow and unfriendly?

By Aaron Ng
AI Agents Needed to Manage Endless Pull Requests
Social•Feb 18, 2026

AI Agents Needed to Manage Endless Pull Requests

openclaw has 3.2k pull requests and growing which is actually an interesting problem: it's an infeasible number of PR's to *ever* human review if the future of software eng is coordinated agents, solving this might be how agents get to...

By Aaron Ng
AI Chat Feels Natural—Set Standard for All Agents
Social•Feb 18, 2026

AI Chat Feels Natural—Set Standard for All Agents

messaging ai from your chat apps feels so much more natural clearly how all agents should work

By Aaron Ng
New v0.1.5 Update Adds Subagent
Social•Feb 17, 2026

New v0.1.5 Update Adds Subagent

small ux improvement for agents on the openclaw research tool. skills file now instructs your agent to use subagents since gpt-5.2 search can take 1-10 minutes depending on complexity just tell your clawdbot to update to v0.1.5 https://t.co/Lfuaq3VNnb

By Aaron Ng
New OpenClaw Search Tool Uses GPT‑5.2, Beats Brave API
Social•Feb 16, 2026

New OpenClaw Search Tool Uses GPT‑5.2, Beats Brave API

made a search tool for @openclaw that defaults to gpt-5.2:online via openrouter. just install openclaw-search-tool from clawhub much better results than brave api which is important for docs & citations https://t.co/Lfuaq3VNnb

By Aaron Ng
Future Local AI: Tiny, Task‑Focused Information Retrieval Agents
Social•Feb 16, 2026

Future Local AI: Tiny, Task‑Focused Information Retrieval Agents

cloud models will always be more intelligent, so the end-game for local models is something small that knows how to get the information it needs a tool-calling model just smart enough to get the information it needs and act

By Aaron Ng
From Prototype to OpenAI Acquisition in Three Weeks
Social•Feb 16, 2026

From Prototype to OpenAI Acquisition in Three Weeks

I started using clawdbot & built stuff with it days before my daughter was born. By the time I got home days later, startups were built on it, they changed names twice, got sued, & the founder was coming to SF. That...

By Aaron Ng
OpenClaw's Value Lies in Market Impact, Not Novelty
Social•Feb 16, 2026

OpenClaw's Value Lies in Market Impact, Not Novelty

a lot of people saying they don’t *get* the openclaw acquisition. they think technical novelty = money + it is the first broadly successful agent + it kicked off a whole new category of founders, apps, and services a lot of people use...

By Aaron Ng
OpenAI Tools Feel Misaligned with Real‑world Workflows
Social•Feb 15, 2026

OpenAI Tools Feel Misaligned with Real‑world Workflows

there are many brilliant people at openai, but when I use some of the products (like codex web) it really feels like it wasn't made by people who actually do the thing you run into very weird states that shouldn't exist....

By Aaron Ng
From Quick Bug Fixes to Massive Merge Conflicts
Social•Feb 15, 2026

From Quick Bug Fixes to Massive Merge Conflicts

Codex web is really like: I found these 3 bugs, do you want me to start 3 tasks? *3 hours later* Here are 3 PR's with 100 merge conflicts. 👍

By Aaron Ng
Self‑Configuring Backend Lets AI Talk Directly to Customers
Social•Feb 9, 2026

Self‑Configuring Backend Lets AI Talk Directly to Customers

openclaw might be an interesting new backend primitive: it's a server that configures itself. instead of wrapping chatgpt to build your product, can your AI just interface with your customers directly?

By Aaron Ng

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