Codified Context: Infrastructure for AI Agents in Complex Codebases

Shared entity: Codified Context / Same source / Shared topic / What happened next

Codified Context replaces single-file configuration.

Both cover Codified Context; cite the same source (arXiv 2602.20478); overlapping topics (agent, codebase, codified, coding, cold-memory).

Codified Context — Three-Component Agent Infrastructure

Both cover Codified Context; cite the same source (arXiv 2602.20478); overlapping topics (agent, base, codebase, codified, coding).

Shared entity: Directly / Same source domain / Shared topic / What happened next

Lore: Git Commits as Structured Knowledge Protocol.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, coding, directly).

Shared entity: Directly / Same source domain / Shared topic / Earlier coverage / Tension

AgentSentry: Defending Against Indirect Prompt Injection in Tool-Using Agents

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, context, directly).

Shared entity: Directly / Same source domain / Shared topic / Earlier coverage

Context Pollution: LLMs Don't Benefit From Their Own Words

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, context, directly).

Shared entity: Directly / Same source domain / Shared topic / What happened next / Tension

SplitAgent: Privacy-Preserving Enterprise Agents

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly).

Shared entity: Directly / Same source domain / Shared topic / What happened next

New RL framework trains CLI agents under partial observability.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, coding, directly).

The 1/W Law: Routing Topology Beats Hardware Upgrades for Inference Efficiency

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, context, directly).