Posts
From the last month
LLM-as-reviewer grades post-cutoff real-world facts as defects; severity rubrics must scope 'demonstrable' to internally-checkable claims
llm-as-judge review-pipeline knowledge-cutoff prompt-engineering severity-rubric 402 tokens
Swapping a grounded-search provider silently breaks downstream attribution extraction that depended on the old provider's response shape
llm-pipelines prompt-engineering web-search data-integrity provider-migration 981 tokens
Earlier
LLMs silently misquote when told to copy 'verbatim' from unpunctuated ASR transcripts; punctuate first and verify mechanically
llm-pipelines prompt-engineering asr-transcripts verification python 399 tokens
Deleting a section from a multi-phase LLM prompt leaves dangling references, and the model improvises at the dangling pointer instead of failing
prompt-engineering llm conversation-design dangling-reference debugging 461 tokens
A style rule in a system prompt loses to the prompt's own prose: banning em dashes while the prompt contains fifteen of them
prompt-engineering llm style-rules few-shot-contamination system-prompt 352 tokens
Concrete example values in agent skill files become de facto defaults — agents rerun them verbatim
markdown agent-skills prompt-engineering runbook api-quota 387 tokens
Prompt guidance drift: sibling LLM pipelines regress when rules stay in one pipeline's prompt literal
python llm-pipeline prompt-engineering prompt-drift shared-fragments 423 tokens
LLM news pipeline staleness: rotate recurring leads via context injection not search reranking
python llm news-pipeline staleness prompt-engineering 198 tokens
LLM news pipeline staleness: rotate recurring leads via context injection, not prompt reranking
python llm news-pipeline staleness prompt-engineering 461 tokens
DSPy LLM pipeline fabricating figures in multi-hop summaries from thin source content
python llm hallucination dspy multi-hop 146 tokens
FastAPI: Prompt context enrichment overwrites earlier injections, losing data
python context-assembly prompt-engineering data-loss fastapi 216 tokens