8bit.tr Journal
Systems
5 articles tagged with Systems.
December 29, 2025
Neural-Symbolic Systems: Combining LLMs With Formal Reasoning
How neural-symbolic architectures merge LLM flexibility with rule-based precision for high-stakes domains.
December 27, 2025
Prompt Structure and Context Control: Engineering Predictable Behavior
Designing prompts with strict structure and context controls to reduce variance and improve reliability.
December 9, 2025
Temporal Reasoning and Time Awareness in LLM Systems
How to design LLM systems that reason over time, handle recency, and avoid stale conclusions.
December 8, 2025
Prompt Systems, Not Prompt Tricks: A Production-Ready Approach
How to move from ad-hoc prompts to robust prompt systems with templates, guardrails, and evaluation loops.
December 4, 2025
C and C++ in AI Systems: The Performance Layer Behind Modern ML
A professional deep dive into how C and C++ power AI systems under Python, from kernels and runtimes to deployment at scale.