10 stories tagged with #code-generation, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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CoRe-Code: Collaborative Reinforcement Learning for Code Generation
Large language models (LLMs) have achieved strong performance in code generation, but most methods rely on autoregressive decoding without global planning, often leading to locally…
Constraint Decay: The Fragility of LLM Agents in Back End Code Generation
Large Language Model (LLM) agents demonstrate strong performance in autonomous code generation under loose specifications. However, production-grade software requires strict adhere…
From AI Code Generation to AI System Investigation
I Released AI DB Investigator - A Skill for Structured Database Analysis AI is very good...…
Code Generation by Differential Test Time Scaling
Test-time scaling has emerged as a promising approach for improving code generation by exploring large solution spaces at inference time. However, existing methods often rely on pu…
Scalable Packed Layouts for Vector-Length-Agnostic ML Code Generation
Scalable vector instruction sets such as Arm SVE enable vector-length-agnostic (VLA) execution, allowing a single implementation to adapt across hardware with different vector leng…
Accountability Debt: The Hidden Cost in AI Code Generation
It's Monday morning, so being the "good" tech leader you are, you look at the pending PRs. Branch...…
Hydra: Efficient, Correct Code Generation via Checkpoint-and-Rollback Support
Large language models are increasingly used for code generation, but many generated programs fail to compile, a prerequisite for further correctness checks such as unit tests. Exis…
The Review Bottleneck: Why Faster Code Generation Isn't Faster Delivery
The numbers nobody wants to talk about The AI Engineering Report 2026 analyzed telemetry...…
Automatic Enum Stringification in C via Build-Time Code Generation
Leveraging compiler debug metadata (DWARF) to generate enum mappings with zero runtime overhead…
Dart Macros — Compile-time Code Generation Without Build Runner
Dart Macros — Compile-time Code Generation Without Build Runner Dart 3.4 (Flutter 3.22)...…