Deciding what goes into the window, what gets compacted, and what never should have been there.
17 articles
Listed inLong Context ProcessingContext Engineeringon
The paper behind the U-shaped recall curve: models attend to the start and end of a long context and lose the middle.
Listed inWhat is a Context Layer?Context Engineeringon
The service that assembles, ranks, and budgets context for every call.
Listed inContext EvaluationContext Engineeringon
Measuring whether the assembled context contained the answer at all.
Listed inContext EngineeringContext Engineeringon
Designing the whole information payload, not just the instruction line.
Listed inLong Context ProcessingContext Engineeringon
Lost-in-the-middle effects and what actually helps at 200k tokens.
Listed inAtlanContext Engineeringon
A metadata catalog that turns governed data into retrievable context.
Listed inContext IsolationContext Engineeringon
Keeping tenants, tasks, and tools out of each other's windows.
Listed inState & Historical ContextContext Engineeringon
Carrying conversation and task state without replaying everything.
Listed inContext SourcesContext Engineeringon
Docs, databases, tickets, telemetry, and the user's own session.
Listed inMemory SystemsContext Engineeringon
Short-term, episodic, and semantic memory across sessions.
Listed inPrompt vs Context EngineeringContext Engineeringon
Wording the ask vs assembling everything the model needs to answer it.
Listed inContext SecurityContext Engineeringon
Treating retrieved content as untrusted input, because it is.
Listed inDataHubContext Engineeringon
Open-source metadata platform for lineage-aware context sources.
Listed inContext Failure ModesContext Engineeringon
Poisoning, distraction, confusion, and clash — the four ways context degrades.
Listed inMulti-Agent Context SharingContext Engineeringon
Passing just enough between agents to avoid both amnesia and blowup.
Listed inContext CompactionContext Engineeringon
Summarising and pruning history so long sessions stay affordable.
Listed inExternal MemoryContext Engineeringon
Offloading state to files, databases, and scratchpads outside the window.