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"Indirect prompt injection can occur when an LLM ingests external content whose embedded instructions alter model behavior, even unintentionally."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title LLM01:2025 Prompt Injection

Source authors OWASP Gen AI Security Project

Source year 2025

Confidence high

Importance high

Format Web Page

"Simon Willison documented an accidental indirect prompt injection in a RAG application caused by retrieved documentation containing instructions."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title Accidental prompt injection against RAG applications

Source authors Simon Willison

Source year 2024

Confidence high

Importance high

Format Book / Offline paper

"Adding people to a late software project can make it later because onboarding and communication overhead can outweigh added capacity."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title Mythical Man-Month, The: Essays on Software Engineering, Anniversary Edition, 2nd edition

Source authors Frederick P. Brooks

Source year 1995

Confidence high

Importance high

Format Online paper / PDF

"Time pressure in software engineering often increases speed or productivity while reducing output quality."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title Time Pressure in Software Engineering: A Systematic Review

Source authors Miikka Kuutila; Mika Mäntylä; Umar Farooq; Maëlick Claes

Source year 2020

Confidence high

Importance high

Format Online paper / PDF

"LLM debugging is complicated by opaque, probabilistic behavior but can be approached systematically with evaluation, interpretability, error analysis, and iterative refinement."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title A Systematic Approach for Large Language Models Debugging

Source authors Basel Shbita; Anna Lisa Gentile; Bing Zhang; Sungeun An; Shailja Thakur; Shubhi Asthana; Yi Zhou; Saptha Surendran; Farhan Ahmed; Rohan Kulkarni; Yuya Jeremy Ong; Chad DeLuca; Hima Patel

Source year 2026

Confidence high

Importance high

Format Online paper / PDF

"Technology novelty contributes to project task uncertainty and can affect project execution outcomes."

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Location PART 1 - TONS OF PUNKS, ONE BIG JERK CHAPTER 3: TOUCHGRASS Fast, Cheap, and Barely Working

Source title Technology novelty, project complexity, and product development project execution success: a deeper look at task uncertainty in product innovation

Source authors Mohan V. Tatikonda; Stephen R. Rosenthal

Source year 2000

Confidence high

Importance high

Format Video / YouTube Embed