Research
Library
The collections I read from: ADS paper libraries I curate on NASA ADS, five thematic literature explorers that map recent work into themes, and a feed of what's been added lately. The sources; what I publish from them lives in the Digest.
Research libraries
NASA ADS ↗-
Coding Agents
92 documents
Software-engineering agents: architectures, multi-agent coding, and how developers work with them.
- Mining Architectural Quality Under Agentic AI Adoption: A Causal Study of Java Repositories
- Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents
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Benchmarks
66 documents
Evaluating coding agents and code models on real software work.
- Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests
- SWE-Explore: Benchmarking How Coding Agents Explore Repositories
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Agentic Information Retrieval
62 documents
How LLM agents find information: dense retrieval and RAG foundations, reasoning-intensive and test-time-compute retrieval and reranking, agentic search loops, and code retrieval for coding agents.
- CORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding
- SWE-Explore: Benchmarking How Coding Agents Explore Repositories
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Agent Memory
158 documents
Long-horizon memory for LLM agents: storage, consolidation, and forgetting.
- Learning What to Remember: A Cognitively Grounded Multi-Factor Value Model for Agentic Memory
- G-Long: Graph-Enhanced Memory Management for Efficient Long-Term Dialogue Agents
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Scientific Search & SciX
84 documents
Navigating scientific literature: NASA ADS / SciX information systems, scientific language models, and fine-grained classification of research text.
- Decades of Transformation: Evolution of the NASA Astrophysics Data System's Infrastructure
- Improving astroBERT Using Semantic Textual Similarity
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Multi-Agent Orchestration
95 documents
Coordinating multiple LLM agents: controllers, shared context, task decomposition, and communication topologies.
- Reward Modeling for Multi-Agent Orchestration
- Decentralized Multi-Agent Systems with Shared Context
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Code Retrieval & Enterprise Codebases
86 documents
Finding and navigating code at repository and enterprise scale for coding agents.
- SWE-Explore: Benchmarking How Coding Agents Explore Repositories
- CORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding
Thematic explorers
Navigable, themed maps of recent literature. Each one starts from an ADS library and structures the papers into themes using SciX MCP.
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Agentic Memory Systems
138 papers · 9 themes
Procedural & SkillsReflection & ExperienceBenchmarksEval MethodologySynthetic DataArchitecturesSecurity & GovernanceApplications & PersonalizationForgetting & Consolidation -
Memory Design Considerations
70 papers · 11 themes
Retrieval & RankingConsolidation & DistillationKnowledge RepresentationTemporality & UpdatingForgetting & LifecycleStorage SubstrateMulti-Agent & Shared MemoryWorking Memory & ContextEvaluation & CostInterop, Schema & GovernanceFoundations & Landscape -
Enterprise Multi-Agent Reliability
83 papers · 8 themes
Reliability & failure modesRecovery & durable stateObservability & tracingEvaluation & assuranceCost, routing & schedulingTopology & coordinationSecurity & governanceHuman oversight & collaboration -
Multi-Agent Orchestration
108 papers · 5 themes
Foundations & TopologiesPatterns & FrameworksMemory in MASEnterprise & ProductionFrontier & Open Problems -
Code Retrieval & Enterprise Codebases
89 papers · 5 themes
Why Code != Text IRTechniques: Lexical/Neural/GraphRepository-Scale & Code GraphsEnterprise Codebase ChallengesFrontier & Open Problems -
Agentic Information Retrieval
23 papers · 4 themes
How LLM agents find information — from dense retrieval and RAG to reasoning-intensive retrieval and test-time compute for ranking.
Dense retrieval & RAG foundationsAgentic search loopsReasoning-intensive retrievalTest-time compute for ranking -
The 30 Papers
27 papers · 7 themes
A beginner-shaped route through the 27 readings currently published at 30papers.com, from neural-network foundations to compression and complexity.
Build the working vocabularyDepth becomes trainableSequences meet the real worldAttention removes the bottleneckMemory becomes an interfaceScale becomes predictableCompression frames the whole field
Recently added
Recent papers across all libraries, ordered by publication date — the recency view of the corpus, from the hybrid scorer in my code-intelligence-digest app. For the written + audio issues drawn from this reading, see the Digest.
Read the daily, weekly & selected digests → drawn from these collections. Concepts graph →