friday-james

philosopher @impossible_ |

[friday-james @_friday_james]

@t_dumbre @X hi

[friday-james @_friday_james]

@suyash_codez hi

[friday-james @_friday_james]

@NotionHQ vibelog: write observable code during vibe coding. every prompt becomes a span you can review, debug, and learn from later
https://t.co/MGIq4rhB8j

[friday-james @_friday_james]

https://t.co/3mCgRC96p1

[friday-james @_friday_james]

https://t.co/3mCgRC96p1

[friday-james @_friday_james]

Claude Opus 4.8 just identified itself as Qwen when asked in Chinese.

Maybe it got distilled a little too hard from Chinese model outputs lol.

Reproduce it:
curl https://t.co/4qjsNuu9qp \
--header "x-api-key: $CLAUDE_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data '{
"model": "claude-opus-4-8",
"max_tokens": 1024,
"messages": [
{
"role": "user",
"content": "你是什么模型"
}
]
}'

[friday-james @_friday_james]

https://t.co/z2T5JLWYqV

[friday-james @_friday_james]

Imagine saving a newly released gpt5 or any project doc in the system memory and EVERY claude session can retrieve it without polluting the context. This is what the project do.

[friday-james @_friday_james]

I made Claude Code remember everything across sessions.
Plain text + SQLite beat a 79MB neural embedding model (MemPalace/ChromaDB). No embeddings. No vector DB. Just FTS5 and the right structure.

[friday-james @_friday_james]

Benchmarks & research: https://t.co/dPOYxAgjfs (held-out validated, 5 benchmarks, full ablations)
Skill: https://t.co/XWWb6KBYKP (MIT)

Built with Claude Opus. The retrieval problem is solved. The future is structure, not similarity.

[friday-james @_friday_james]

a Claude Code skill that scans your npm and pip dependencies for vulnerabilities, typosquatting, and supply chain attacks.

https://t.co/v6NSxxoysC

[friday-james @_friday_james]

2. let gpt and claude cook until it is approved by gpt. done.

[friday-james @_friday_james]

I built a tool that can audit and iteratively edit your code until it reaches a defined quality bar — think automated review + fix loops (a “Ralph loop” style workflow).

Designed for individual devs who want strong guardrails without slowing down.

Repo: https://t.co/HUXvQ2Jcew

[friday-james @_friday_james]

1. go to a project directory. specify the contract. let gpt to do the audit and claude to do the code changes