afxuh

5 ms·

1.
I built a small tool to reduce input token costs by 20-30% for agentic tasks(bigindexer.com)
2 points by afxuh 4mo ago|1 comments
2.
Indexing code by behavior not imports – tested on large repos, seeking feedback
1 points by afxuh 4mo ago|0 comments
3.
by afxuh 4mo ago
mindmilker.com / ai for questioning and stress-testing / ai provide knowledge and speed, human provide innovation
4.
Why AI doesn't express discomfort signals to ignorant-human-boss
1 points by afxuh 4mo ago|1 comments
5.
I built an AI to stress-test my thinking(mindmilker.com)
1 points by afxuh 4mo ago|0 comments
6.
by afxuh 4mo ago
Cool idea. But it only works when the data never changes. could you make a streaming/incremental version? One that updates the math cheaply when new data arrives, instead of recomputing everything, or does the math fundamentally preven
7.
by afxuh 4mo ago
thats why agents completes a project with the first 3 prompts, , then maintaining and fine-tuning it take ages till hits "-Session token expired"
8.
by afxuh 4mo ago
Actually you hit the core differences between human/ai code > stack overflow answers at 2am for strangers , its innovation , human innovate / ai dont
9.
by afxuh 4mo ago
Its a clever academic demo in 1000 lines of C. What everyone needs is intelligent circuit breaker + auto-remediation layer on top of existing schedulers (Airflow, Temporal). The gap is real the opportunity is open.
10.
by afxuh 4mo ago
in my 40s here as well, career shift is not a an odd thing anymore these days (i guess), myself (Elementary Teacher for 2 years with university degree > Civil engineer for 7 years with univ degree > software engineer without a degree
11.
by afxuh 4mo ago
Congrats, you built an ETL pipeline and called it an agent. The industry has come full circle.
12.
by afxuh 4mo ago
Calendar events are a proxy for focus, not a signal. This fixes the wrong problem.
13.
by afxuh 4mo ago
I think that's the real gap. Non-technical people don't want to learn DreamWeaver or SquareSpace's backend. They want to describe what they need and have it just work.