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Patterns
65 articles in ai engineering › patterns.
🏛️ Foundations
RAG architectures
22 min read
Prompt management
22 min read
LLM caching
24 min read
AI guardrails
23 min read
Prompt contracts
33 min read
Reverse prompting
75 min read
🎭 Orchestration & Control
Tree-of-thought reasoning
37 min read
Language agent tree search (LATS)
37 min read
Multi-agent debate
40 min read
Budget-aware model routing
33 min read
Multi-agent orchestration
24 min read
Inference-time scaling
37 min read
Recursive best-of-N
33 min read
Plan-then-execute
34 min read
Stochastic multi-agent consensus
33 min read
Dual LLM pattern
26 min read
LLM map-reduce
28 min read
Parallel tool execution
32 min read
Discrete phase separation
35 min read
Oracle-and-worker pattern
23 min read
🧠 Context & Memory
Dynamic context injection
39 min read
Filesystem-based agent state
35 min read
Memory synthesis from execution logs
28 min read
Progressive disclosure for large files
30 min read
Self-modifying system prompts
36 min read
Semantic context filtering
38 min read
Context compression techniques
35 min read
Working memory via todos
38 min read
Context window management
22 min read
Episodic memory
33 min read
🔄 Feedback & Learning
Self-critique evaluator loop
37 min read
Skill library evolution
36 min read
Coding agent CI feedback loop
38 min read
Background agent with CI
32 min read
User feedback flywheel
26 min read
Reflection loop
31 min read
Spec-as-test feedback loop
36 min read
Sub-agent verification loops
35 min read
Output verification loop
28 min read
🛡️ Reliability & Eval
Action caching and replay
30 min read
Failover-aware model fallback
31 min read
Schema validation retry
33 min read
Canary rollout for agent policies
34 min read
Workflow evals with mocked tools
34 min read
Agent circuit breaker
21 min read
🔒 Security & Safety
PII tokenization
29 min read
Hook-based safety guardrails
33 min read
Sandboxed tool authorization
33 min read
Tool capability compartmentalization
27 min read
🔧 Tool Use & Environment
Code-then-execute
31 min read
Progressive tool discovery
31 min read
Unified tool gateway
30 min read
Video-to-action pipeline
35 min read
Multi-agent browser automation
38 min read
🔍 RAG Strategies
Reranking
30 min read
Agentic RAG
41 min read
Knowledge graph RAG
30 min read
Contextual retrieval
32 min read
Query expansion
30 min read
Multi-query RAG
37 min read
Context-aware chunking
25 min read
Late chunking
29 min read
Hierarchical RAG
30 min read
Self-reflective RAG
38 min read
Fine-tuned embeddings for RAG
38 min read