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Technical articles, deep dives, and guides on agentic workflows and RAG architecture.

Topics:
AccuracyAgentic RAGAnswer SynthesisArchitectureBenchmarkCacheEvaluationEvidenceFollow UpsGroundingKFEKnowledgeLatencyMemoryMultilingualReliabilityRetrievalRouterRoutingSafetyValidation
Latency and Accuracy Trade-Offs in Agentic RAG
LatencyAccuracyAgentic RAG

Latency and Accuracy Trade-Offs in Agentic RAG

How Cortagent thinks about speed, evidence quality, decomposition, caching, and answer reliability in Agentic RAG.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
Osman Homek
Osman HomekCTO
osmanhomek
23.04.26
Multilingual Retrieval Without Language Silos
MultilingualRetrievalRouting

Multilingual Retrieval Without Language Silos

How Agentic RAG can treat language as a routing signal without separating knowledge into isolated language buckets.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
09.04.26
Measuring RAG Without Inflated Claims
EvaluationBenchmarkReliability

Measuring RAG Without Inflated Claims

What Cortagent considers necessary before making public accuracy or latency claims for Agentic RAG.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
26.03.26
Safety Validators in the Retrieval Loop
SafetyValidationAgentic RAG

Safety Validators in the Retrieval Loop

Why Agentic RAG needs validation before retrieval, after retrieval, and before answer finalization.

Osman Homek
Osman HomekCTO
osmanhomek
19.03.26
KFE as a Structured Knowledge Path
KFEKnowledgeRetrieval

KFE as a Structured Knowledge Path

How KFE fits beside chunk retrieval as a structured knowledge-access path for Agentic RAG.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
Osman Homek
Osman HomekCTO
osmanhomek
12.03.26
Caching in RAG Without Breaking Grounding
CacheLatencyGrounding

Caching in RAG Without Breaking Grounding

Caching can reduce repeated work in Agentic RAG, but only when context boundaries are respected.

Osman Homek
Osman HomekCTO
osmanhomek
05.03.26
Follow-Up Questions Are Stateful
MemoryFollow UpsRetrieval

Follow-Up Questions Are Stateful

How Agentic RAG treats follow-up questions as stateful processes instead of isolated prompts.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
26.02.26
Evidence Selection Before Answer Synthesis
EvidenceGroundingAnswer Synthesis

Evidence Selection Before Answer Synthesis

Why retrieved context must be filtered into evidence before a grounded answer can be synthesized.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
19.02.26
Retrieval Routing Without Guesswork
RetrievalRouterAgentic RAG

Retrieval Routing Without Guesswork

A public-safe look at why Agentic RAG needs explicit retrieval routing across vector, keyword, graph, and swarm-style paths.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
12.02.26
Agentic RAG Is Not Top-K Retrieval
Agentic RAGRetrievalArchitecture

Agentic RAG Is Not Top-K Retrieval

Why Cortagent treats retrieval as part of the reasoning loop instead of a one-shot similarity search.

Alper Yilmaz
Alper YilmazFounder & CEO
alpryilmaz
Osman Homek
Osman HomekCTO
osmanhomek
05.02.26
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