Why Autonomous Coding Agents Keep Failing — And What Actually Works
I've spent the last six months building, breaking, and rebuilding an autonomous coding agent from scratch. Not using someone else's framework. Not wra
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I've spent the last six months building, breaking, and rebuilding an autonomous coding agent from scratch. Not using someone else's framework. Not wra
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All tests run on an 8-year-old MacBook Air. Sync tools need to remember what they've already transferred. Files change. Transfers get interrupted. Th
TL;DR: The resident set size on my finite element solver hit 8GB during a full run on a 10-million-node mesh. The working set — the actual data I wa
Day 5/90: Ownership and the borrow checker 90 Day Rust Challenge: Zero to Production Today I wanted ownership and the borrow checker to fe
i made a very cool and unique terminal music player. its very lightweight 5-6 mb of ram usage and under 1% cpu it has a lot of cool features like lua
Hot Take: Rust 1.85 Is Overkill for Most Microservices Compared to Go 1.24 in 2026 The debate between Rust and Go for microservices has rag
Day 5/60: Prefix sums in Rust 60 Day Rust DSA Challenge Today I focused on using a stable invariant so prefix sums in rust feels like a pr
When GRUB hands control to your kernel entry point via the Multiboot2 protocol, your CPU is in 32-bit Protected Mode. Interrupts are likely off. The A
If you find this helpful, please like, bookmark, and follow. To keep learning along, follow this series. 10.6.1 Lifetime Annotation Syntax
If you find this helpful, please like, bookmark, and follow. To keep learning along, follow this series. 10.5.1 What Is a Lifetime Every r
🛡️ Penta-V Kernel: Redefining System Resilience Through Geometry In the world of high-load systems, "flat" logic leads to linear failure. M
"You know what’s great about Rust? It doesn’t let you compile crappy code. You know what sucks? Everything you write at the beginning **is* crappy co
This last part is about the least impressive file in the crate: pub mod helpers; pub mod macros; pub mod save_load; pub mod web; That is src/
TL;DR: An LLM is like Don Quijote—you can't cure his madness, it's stochastic by nature. The solution isn't to fix the madman but to assign him a dete
Async concurrency isn't about avoiding locks; it is about understanding the precise moment a thread yields and how the runtime recovers execution fl
All tests run on an 8-year-old MacBook Air. Every app I've built recently lives in the menubar. Not because it's trendy. Because it's the right form
When processing 1 million X25519 key exchanges per second, Rust 1.83 outperforms Go 1.24 by 22% using libsodium 1.0.19 – but the gap vanishes entirely
In late 2025 benchmarks run on production-grade AWS c7g.4xlarge instances, Rust 1.90 handled 35% more concurrent HTTP requests per second than Go 1.24
I wanted to build a privacy-first RAG app. The kind where your documents never leave the browser. It means no API keys, no server, no third-party vect