NewsHive
CONTACT USANALYST PORTAL →
aiBACKGROUND

How do you guys deal with long context in LLM models?

BACKGROUND
9 SIGNALSFIRST DETECTED 26 March 2026
Narrative synthesis pending — 9 signals collected.
How the story developed
20 Oct
Pi.dev harness bugs
OPINION · WHAT · LocalLLaMA
1.8
30 Aug
Context management in long agent threads
OPINION · WHAT · LocalLLaMA
8 Jul
Question about LLM design. Why no context window trackers?
OPINION · WHAT · ArtificialInteligence
17 Jun
26 Mar
6.3
Other feeds and industry voices
24 Mar
Context Shifting + sliding window + RAG

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s2bne8/context_shifting_sliding_window_rag/"> <img alt="Context Shifting + sliding window + RAG"

OPINION · WHAT · LocalLLaMAOPEN STORY
28 Mar
I tested context quality degradation across token counts. The hallucination numbers at 200K are worse than I expected.

<!-- SC_OFF --><div class="md"><p>Been building AI agents for a while and kept hitting the same wall: agents that work great at the start of a session and quietly fall apart by

OPINION · WHAT · LocalLLaMAOPEN STORY
9 Apr
AI to program on my local computers

<!-- SC_OFF --><div class="md"><p>Hi,</p> <p>I taught Computer Science for 30 years in a French School of Electrical Engineering, Computer Science Department.</p> <p>I recently

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
How do you handle long-term use?

<!-- SC_OFF --><div class="md"><p>I organize everything by topic (work, study, documents, buying, recipes, etc.), and each topic stays in one long chat. Over time, those chats

OPINION · HOW · ChatGPTOPEN STORY
13 May
qwen3.6 just stops

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tbzr64/qwen36_just_stops/"> <img alt="qwen3.6 just stops"

OPINION · WHAT · LocalLLaMAOPEN STORY
15 Apr
why AI agents break under long conversations even when they pass every safety benchmark

<!-- SC_OFF --><div class="md"><p>we've been building an open source red teaming tool for AI agents. wanted to share what we keep finding because i don't think enough people are

OPINION · WHEN · ArtificialInteligenceOPEN STORY
27 Apr
how do you actually catch your agent breaking in prod before users do?

<!-- SC_OFF --><div class="md"><p>we run an agent thing in production and we use langfuse for traces.</p> <p>last month our agent started refusing requests it should have

OPINION · WHEN · LocalLLaMAOPEN STORY
14 May
Anthropic merges consecutive same-role messages, OpenAI doesn't (+4 tokens), anyone token-counted this on open-weight models?

<!-- SC_OFF --><div class="md"><p>I build context/harness optimization tooling, so provider-side serialization quirks actually matter to me. If you're optimizing over prompts, you

OPINION · WHAT · LocalLLaMAOPEN STORY
Sources
LocalLLaMA×8ArtificialInteligence

NewsHive monitors these sources continuously. All signal titles above link to the original reporting.

Intelligence by NewsHive. Need help navigating what this means for your business? Contact GeekyBee →