Lattice AI Research

Research focus

Code Generation & Program Synthesis (2)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Tarlan Hasanli (1)Shahbaz Siddeeq (1)Bishwash Khanal (1)Pyry Kotilainen (1)

Papers (2)

Apr 29, 2026

University of Jyväskylä3w ago·also Tampere

TDD Governance for Multi-Agent Code Generation via Prompt Engineering

Enforcing classical test-driven development principles directly within prompt orchestration enables more reliable and reproducible code generation from LLMs.

Tarlan Hasanli, Shahbaz Siddeeq, Bishwash Khanal +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

Apr 22, 2026

University of JyväskyläApr 22, 2026

Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings

Machine-readable requirements and architectural artifacts can effectively tame GenAI agents in software development, reducing chaos and improving maintainability.

Petrus Lipsanen, Liisa Rannikko, François Christophe +3

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis

Tommi Mikkonen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Tommi Mikkonen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)