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The magic of post training with valuable dataset


Shameless plug but worth reading :

I have forked Fabrice Bellards QuickJS and extended it heavily to adopt anti-npm/node stance.

all of the essential standard lib and top npm packages will be built natively in C17 with every build and minor release focred through CPU, IO and memory profiling.

Currently it supports MacOS and Linux, FreeBSD and Windows in future.

https://github.com/corporatepiyush/dynascript

API reference : https://github.com/corporatepiyush/dynascript/blob/master/do...


if you use them for long enoug tfor big project and conplex workflws, both of them have their own caveats.

Thats why i got irritated and wanted something thats scalable and lightweight.

https://github.com/corporatepiyush/yantra-coding-agent


1.mcp-memory : Persistent memory, a knowledge graph, code intelligence, and semantic search for LLM agents. Repo : https://github.com/corporatepiyush/mcp-memory

2.Secure Data Structures, Algorithms, Allocators, Thread Pools and Document parsing in C17. Repo : https://github.com/corporatepiyush/secure-c-lib

3. a coding agent that is cheaper, faster, more predictable, and dramatically more capable out of the box — because 584 of its 606 tools never touch a model at all. Repo : https://github.com/corporatepiyush/yantra-coding-agent


what really matters is :

how far can i get in X programming language by writing just idiomatic code?

how much of SDK and community libs, frameworks help me run my program at bare metal speed ?

What sort of change i have to do exisitng libs, frameworks and my legacy code for CPU, IO and memory efficiency as a migrate to new version ?


That is only part of the picture, the other part that seems quite forgotten nowadays is:

- how much people actually care about algorithms and data structures

- do they actually know what options their tools have available

- have they ever spend at least an hour reading the man pages, info page or HTML documentations

- have they ever used a profiler, a graphical debugger, an advanced IDE


Even if TOP 250 npm packages are refactored through AI coding agent from security, performance and user friendly API point of view, the whole JS ecosystem will be in different shape.

Same is applicable for other language community, of course


The smart way to keep people passive and obedient is to strictly limit the spectrum of acceptable opinion, but allow very lively debate within that spectrum

All over the place, from the popular culture to the propaganda system, there is constant pressure to make people feel that they are helpless, that the only role they can have is to ratify decisions and to consume.

The whole educational and professional training system is a very elaborate filter, which just weeds out people who are too independent, and who think for themselves, and who don't know how to be submissive, and so on — because they're dysfunctional to the institutions.

If we don't believe in freedom of expression for people we despise, we don't believe in it at all.

― Noam Chomsky


Go is a reasonable compromise, very hard to ignore.


Bravo, such a well written article.

Feeling motivated enough to deep dive into .NET 10



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