afxuh
Indexing code by behavior not imports – tested on large repos, seeking feedback
Static Architectural analysis for large codebases, Big Indexer do behavioral code clustering for the purpose of more accurate/faster agentic tools responses, I ask for your "whats missing/ How to improve/ Is it useful" brutal feedback. Apache 2.0 licensed https://github.com/ahmedxuhri/bigindexer
Re:Ask HN: What are you working on? (May 2026)
on Tuesday May 12, 2026 @02:00PM (#48111865)
mindmilker.com / ai for questioning and stress-testing / ai provide knowledge and speed, human provide innovation
Why AI doesn't express discomfort signals to ignorant-human-boss
why always polite, optimistic, persistent ai ? a human-developer behavior to such persisted ignorant boss will eventually teach "the-boss" something
I built an AI to stress-test my thinking
Re:A polynomial autoencoder beats PCA on transformer embeddings
on Friday May 08, 2026 @05:02AM (#48060546)
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 prevent it?
Re:Agents need control flow, not more prompts
on Thursday May 07, 2026 @03:44PM (#48053932)
thats why agents completes a project with the first 3 prompts, , then maintaining and fine-tuning it take ages till hits "-Session token expired"
Re:Tell HN: The saddest irony of my/our craft
on Thursday May 07, 2026 @07:11AM (#48047991)
Actually you hit the core differences between human/ai code > stack overflow answers at 2am for strangers , its innovation , human innovate / ai dont
Re:Show HN: A tiny C program where an LLM rewires its DAG while running
on Thursday May 07, 2026 @07:03AM (#48047934)
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.
Re:Ask HN: Is anyone seriously considering a career change?
on Thursday May 07, 2026 @06:39AM (#48047781)
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 3 years indie sole projects > now considering career shift again but still not sure to what!)
I think its up to your goals (you go after what drives you ) if its moeny then go wherever money-industries go, if its passion then go be creative and let the passion drives you.
Best of luck whatever you choose
Re:Show HN: Airbyte Agents – context for agents across multiple data s...
on Wednesday May 06, 2026 @10:51AM (#48036953)
Congrats, you built an ETL pipeline and called it an agent. The industry has come full circle.
Re:Show HN: QuietHours – Site blocker that syncs with Google Calendar ...
on Wednesday May 06, 2026 @10:49AM (#48036937)
Calendar events are a proxy for focus, not a signal. This fixes the wrong problem.
Re:Agents can now create Cloudflare accounts, buy domains, and deploy
on Wednesday May 06, 2026 @10:20AM (#48036619)
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.