Engineering Resources

Curated systems roadmaps, foundational compiler & AI papers, and real-time engineering intelligence.

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Engineering References

Curated archive of foundational compiler & AI papers, systems roadmaps, and developer tooling.

#01Roadmap

AI Engineer Roadmap

LLMs, RAG, agentic workflows, and evaluation basics — the path this portfolio leans into.

OPEN ROADMAP AI / LLMs
#02Roadmap

Backend Roadmap

APIs, databases, auth, and system design fundamentals.

OPEN ROADMAP Architecture
#03Roadmap

Rust Systems Roadmap

Systems programming path for memory-safe, high-performance backends.

OPEN ROADMAP Systems
#04Roadmap

DevOps & CI/CD Roadmap

CI/CD pipelines, containers, and infrastructure automation.

OPEN ROADMAP Infrastructure
#05Paper

Attention Is All You Need

The landmark transformer paper that changed modern natural language processing and generative AI.

READ PAPER Deep Learning
#06Paper

ReAct: Synergizing Reasoning and Acting in LLMs

Interleaving reasoning traces with task-specific actions to dramatically boost LLM problem solving.

READ PAPER Agentic AI
#07Paper

Tree-sitter: An Incremental Parsing System

How modern syntax trees are generated incrementally with high fault tolerance for syntax errors.

READ PAPER Compilers / AST
#08Book

The Rust Programming Language (The Book)

The official guide to Rust — the cornerstone of modern systems programming.

VIEW BOOK Memory Safety
#09Book

Crafting Interpreters (Bob Nystrom)

A masterclass on building a tree-walk interpreter and a bytecode virtual machine from scratch.

VIEW BOOK Compilers & VMs
#10Book

Designing Data-Intensive Applications (Kleppmann)

The definitive guide to data models, distributed consensus, transactions, and storage engines.

VIEW BOOK Distributed Systems
#11Tool

Docker Containerization Engine

Multi-stage builds, container lifecycle management, and reproducible system isolation.

EXPLORE TOOL Containers
#12Tool

Postman API Engineering Platform

API contract testing, automated verification suites, and mock environment runners.

EXPLORE TOOL API Testing
#13Tool

Linux Command Line & POSIX Environment

Shell scripting, process management, memory telemetry, and system diagnostics.

EXPLORE TOOL Operating Systems
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What's Happening Now

Real-time telemetry and curated signals tracking breaking systems discussions, foundational tech shifts, and macro market pulse.

SIGNAL · CACHED / HOURLY
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Hacker News

HIGH-SIGNAL ENGINEERING & SYSTEMS DISCUSSIONS

01
Rust 1.85 and Rust 2024 Edition are stabilized
blog.rust-lang.org·412 points·4h ago
Read
02
Bun 1.2: Built-in S3 client, PostgreSQL driver, and cJS compatibility
bun.sh·385 points·6h ago
Read
03
Tree-sitter: Fast and robust incremental parsing
github.io·290 points·8h ago
Read
04
Why AST-based refactoring beats generative rewriting
news.ycombinator.com·247 points·12h ago
Read
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Tech Company Updates

TECH COMPANY UPDATES // PRODUCT & SYSTEMS RELEASES

AnthropicAIRecent

Claude 3.5 Sonnet upgrades code reasoning and computer use capabilities

Release Notes
Rust FoundationSystemsRecent

Rust 2024 Edition lands with refined lifetime rules and standard library hardening

Release Notes
Google DeepMindAIRecent

Gemini 2.0 Flash released with real-time multimodal streaming and agentic execution

Release Notes
BunDeveloper ToolsRecent

Bun 1.2 introduces native Node-compatible Postgres and full S3 SDK integration

Release Notes
Linux KernelOperating SystemsRecent

Linux 6.13 brings memory tiering optimizations and enhanced Bcachefs tooling

Release Notes
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Market Signal

MACRO LIQUIDITY & CRYPTO BENCHMARKS

BTCBitcoin

$88,450

+2.1%

24H DELTA

ETHEthereum

$2,690

+1.6%

24H DELTA

SOLSolana

$176

+3.4%

24H DELTA

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