bug-bounty507
xss280
rce130
bragging-post118
account-takeover106
open-source94
google90
csrf85
authentication-bypass83
exploit75
stored-xss74
facebook74
privilege-escalation70
access-control65
web-security65
microsoft63
reflected-xss63
ai-agents63
cve54
input-validation51
writeup49
sql-injection48
smart-contract48
defi48
cross-site-scripting47
ssrf47
privacy46
tool46
information-disclosure45
ethereum44
api-security41
malware39
web-application39
llm37
automation36
burp-suite36
opinion35
vulnerability-disclosure34
web334
phishing34
smart-contract-vulnerability33
html-injection33
responsible-disclosure33
machine-learning32
infrastructure31
apple31
code-generation31
waf-bypass31
idor30
oauth30
0
3/10
RapidFire AI RAG is an open-source framework for systematically tuning Retrieval Augmented Generation pipelines by parallelizing experimentation across chunking, embedding, reranking, and prompt engineering parameters to improve grounding and reduce hallucinations in LLM applications.
rag
llm
context-engineering
prompt-engineering
retrieval-augmented-generation
embedding-models
ai-development
experimentation-framework
tool
RapidFire AI
LangChain
LlamaIndex
Ray
PyTorch
Hugging Face
MLflow
TensorBoard
vLLM
OpenAI
LLaMA
Mistral
Qwen
Jack Norris
0
5/10
tutorial
A comprehensive framework outlining eight levels of AI-assisted engineering proficiency, progressing from basic code completion through advanced agentic systems with MCPs, context optimization, and compounding knowledge loops. The article emphasizes that effective AI coding requires deliberate practice across context engineering, tool integration, and team coordination rather than just model capability improvements.
ai-assisted-coding
llm-engineering
prompt-engineering
context-engineering
mcp
agent-development
workflow-optimization
code-generation
developer-productivity
software-engineering-practices
Anthropic
Cowork
Copilot
Cursor
Claude
Kieran Klaassen
Latent Space
Braintrust
DeepWiki
Playwright
Ruff
Block