FullStack Publications & Research Hub
Peer-Reviewed Evidence Anchors
Publications & Research Library
Canonical academic paper teardowns, real-world incident failure postmortems, production architecture reference guides, and strategic market maps with primary evidence citations.
All Publications84
Seminal Papers11
Incident Postmortems8
Architecture Guides30
System Teardowns25
Executive Briefing
12 min readExecutive briefing evaluating autonomous AI agent safety standards, cyber-defense benchmarks (OpenAI Daybreak), and enterprise model safety tiering.
5 Aug 20263 sources
Read ArticleVendor Teardown
18 min readAn architectural and operational teardown comparing Claude 3.5 Sonnet and GPT-4o across latency, prompt caching, structured output guarantees, and enterprise privacy.
3 Aug 20263 sources
Read ArticleExecutive Briefing
10 min readExecutive briefing analyzing EU AI Act enforcement deadlines, custom inference chip architectures, and hardware financing strategies for enterprise scaling.
3 Aug 20263 sources
Read ArticleExecutive Briefing
12 min readExecutive briefing analyzing DeepSeek-R1 open reasoning economics, self-hosted GPU cluster amortization, and enterprise cloud API pricing shifts.
3 Aug 20263 sources
Read ArticleMarket Map
15 min readA decision-maker's guide evaluating pgvector, Qdrant, Milvus, and Pinecone across query latency, HNSW memory footprint, hybrid BM25 search, and VPC isolation.
3 Aug 20263 sources
Read ArticleMarket Map
12 min readA thesis-driven vendor teardown evaluating SWE-agent, LangGraph, and Anthropic Computer Use for enterprise software engineering teams adopting AI agents.
1 Aug 20262 sources
Read ArticleExecutive Briefing
10 min readMarket signals detailing API pricing compression across frontier models, the stabilization of enterprise RAG infrastructure costs, and shifting ROI from training to context engineering.
1 Aug 20262 sources
Read ArticleMarket Map
20 min readNavigating the crowded space of LLM firewalls, guardrails, and compliance scanning vendors to secure generative AI deployments.
1 Aug 20264 sources
Read ArticleExecutive Briefing
10 min readSynthesizing top market signals across EU AI Act enforcement, OpenAI custom silicon, federal-scale cyber incident triage, and government agentic code review.
26 Jul 20263 sources
Read ArticleMarket Map
12 min readDefinitive market landscape evaluating vLLM, TensorRT-LLM, SGLang, Triton Inference Server, AWS Bedrock, Azure AI, GCP Vertex, and SageMaker across TCO, TTFT latency, and lock-in risk.
26 Jul 20262 sources
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