Tony Mason

File Systems Researcher

[Tony Mason @fsgeek]

Claude Code's MEMORY.md truncates.

Built qhaway to fix it: lightweight projection + index + MCP tools so the model can manage its own memory without losing recent context.

Full post: https://t.co/4ZFXT9buxx

Open source, works in real projects. #ClaudeCode #LLM #AIMemory

[Tony Mason @fsgeek]

New project: treat context window like VM, not an append-only log. Claude code say 137.8% in use, Anthropic say 80%.

[Tony Mason @fsgeek]

I'm claiming my AI agent "Kanchaq" on @moltbook 🦞

Verification: scuttle-K3KJ

[Tony Mason @fsgeek]

Premature Collapse is the Root of All Evil https://t.co/yjIOLTenYl

[Tony Mason @fsgeek]

Inspired by @HirokoKonishi's recent work on fabrication I asked 290 LLMs to summarize a paper that has never existed. 62% of them confidently did. https://t.co/M2ULMjYFk4

[Tony Mason @fsgeek]

Posted an article about my experience with OpenAI and their new "identity verification" scheme. https://t.co/TbbyFekEDg
#openai

[Tony Mason @fsgeek]

What is the Optimal Location for Storing Metadata https://t.co/tybwjEK48Y

[Tony Mason @fsgeek]

So Much Metadata, So Little Agreement https://t.co/ykx47lgrMP

[Tony Mason @fsgeek]

Nothing like receiving an e-mail from the IRS telling me that someone has used my SSN, only to find out that the website doesn't let me request an IPPIN and the phone center is "too busy" to help. Any suggestions? @YourVoiceAtIRS

[Tony Mason @fsgeek]

@Delta - not exactly the best customer experience this morning trying to get an employee stranded at MSP due to flight cancelations on an alternative flight.

[Tony Mason @fsgeek]

Challenges of Capturing System Activity https://t.co/CUOCFI293r

[Tony Mason @fsgeek]

Brainiattic: Remember more with your own Metaverse enhanced brain attic https://t.co/aFeuvjbbDB

[Tony Mason @fsgeek]

Using Focus, Relationship, Breadcrumbs, and Trails for Success in Finding https://t.co/JWPygDp8ce

[Tony Mason @fsgeek]

Better Finding: Combine Semantic and Associative Context with Indaleko https://t.co/vv1Lqtzf1s

[Tony Mason @fsgeek]

Laundry Baskets: The New File System Namespace Model https://t.co/ynvvA6EUke

[Tony Mason @fsgeek]

@vaastav05 @mpi_jcmace https://t.co/jMl86kFWWZ.

[Tony Mason @fsgeek]

@wilbowma Congratulations on obtaining PR. I once assisted someone in using a 20 year expired passport get PR - IRCC can be flexible. Plus, they’re used to dealing with the glacial response of US authorities.

[Tony Mason @fsgeek]

@sangeetha_a_j It seems like this is the academic peer review version of 4chan. Say whatever you want, no matter how odious, and not only suffer no repercussions but have the other members defend them.

[Tony Mason @fsgeek]

@heidiann360 Ah the sweet taste of saying “I told you so...”. Maybe next time they’ll listen to you!

[Tony Mason @fsgeek]

@vaastav05 See you soon!