- hackernoon · 6 dk
Vibe Coding Triggers a Dopamine Loop That Undermines Engineering Judgment
A developer's account of how AI-assisted coding shifts from a productivity tool to a reward-driven habit that erodes code ownership.
3 Mayıs 2026 Oku → → - hackernoon · 6 dk
Deterministic Routing Cuts Tail Latency by Aligning Requests With Data
Hashing request keys to fixed application nodes eliminates cache scatter and connection thrashing that random load balancing quietly causes.
2 Mayıs 2026 Oku → → - hackernoon · 6 dk
How GCP Architects Should Actually Use Generative AI
A senior GCP architect explains where AI tools accelerate design work and where human judgment remains non-negotiable.
30 Nisan 2026 Oku → → - arxiv/cs.LG · 4 dk
Graph Neural Networks Cut QAOA Query Cost by 87%
A trust-region method using GNNs to predict QAOA parameter distributions reduces circuit evaluations while preserving solution quality on small graphs.
29 Nisan 2026 Oku → → - arxiv/cs.LG · 3 dk
CiteRadar maps researcher influence across institutions and geography
Open-source tool transforms Google Scholar profiles into structured citation networks with geographic visualization and author metadata enrichment.
29 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
Tessera: Cache-Line Encryption for Edge AI Without Bandwidth Loss
A hardware architecture that decrypts neural network weights at 64-byte granularity, hiding cryptographic overhead within DRAM fetch latency on shared-memory edge accelerators.
28 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
Learning turbulence closures via nudging sidesteps solver backprop
A data-assimilation-inspired approach trains neural network turbulence models on DNS data without embedding them in solvers, reducing computational cost and improving stability.
28 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
Sequential decision-making reduces error drift in modular digital twins
Researchers frame error propagation in digital twins as a Markov decision process, comparing model-based and model-free approaches to optimize maintenance interventions.
27 Nisan 2026 Oku → → - hackernoon · 4 dk
Over-Engineered Templates Taught One Developer When to Stop Abstracting
A developer's two-year template project collapsed under its own rigidity, revealing a lesson about context that Clean Code never explicitly teaches.
25 Nisan 2026 Oku → → - arxiv/cs.AI · 8 dk
Automated SysML generation bridges text to engineering models
Hendricks and Cicirello propose a five-step pipeline using NLP and LLMs to convert unstructured documents into SysML diagrams and executable dynamical system models.
23 Nisan 2026 Oku → → - arxiv/cs.AI · 8 dk
Atomic Decision Boundaries: Why Split Governance Fails at Runtime
Autonomous systems need decisions and state changes fused into one indivisible step; separation creates an architectural gap no policy can close.
23 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
Multi-Agent Edge Systems Hit a Scaling Wall at 100+ Agents
A new framework addresses the Synergistic Collapse problem where performance degrades superlinearly as distributed agents grow, combining neural caching, action pruning, and hardware matching.
23 Nisan 2026 Oku → → - arxiv/cs.AI · 6 dk
Vibration Gestures on Furniture via Efficient FPGA Neural Networks
Researchers compress neural networks for gesture recognition on low-power FPGAs, eliminating complex preprocessing and cutting energy use to under 1.2 mJ per inference.
22 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
Routing Optimization for Satellite Federated Learning: Tractable Boundaries
Researchers map which routing problems in orbital federated learning can be solved efficiently and which are computationally hard.
22 Nisan 2026 Oku → → - arxiv/cs.LG · 4 dk
Kernel-Level LLM Safety via Logit Inspection
ProbeLogits reads token probabilities before generation to enforce safety policies at the OS level, achieving parity with learned classifiers at 2.5x speed.
21 Nisan 2026 Oku → → - arxiv/cs.AI · 4 dk
Dual Transformers Improve Bug Assignment Accuracy by 10%+
TriagerX uses two transformer models and developer interaction history to recommend the right engineer for bug fixes, outperforming single-model approaches.
20 Nisan 2026 Oku → → - arxiv/cs.LG · 8 dk
ML predicts nonlinear distortion in massive MIMO arrays
Machine learning models forecast signal degradation from power amplifier nonlinearity in 5G/6G systems, enabling 12% throughput gains via adaptive power allocation.
20 Nisan 2026 Oku → → - hackernoon · 4 dk
Five SQL Patterns That Keep Distributed Data Honest at Scale
Chinnaiah's Hackernoon piece argues that atomicity, idempotency, and audit trails matter more than raw throughput in enterprise data systems.
19 Nisan 2026 Oku → → - hackernoon · 6 dk
Indirect Prompt Injection Turns RAG Documents Into Attack Vectors
Malicious instructions hidden inside ingested PDFs can override LLM system prompts before any chat-layer firewall ever sees them.
19 Nisan 2026 Oku → → - hackernoon · 7 dk
Claude Code model tiers and effort levels, explained plainly
Choosing the wrong model or effort level in Claude Code wastes tokens silently. Here is what each setting actually controls.
19 Nisan 2026 Oku → → - hackernoon · 6 dk
Elegant Architecture Often Fails the Next Team
Samuel Oladipupo argues that legible, deletable code outperforms clever abstractions when maintainability is measured honestly.
19 Nisan 2026 Oku → → - hackernoon · 6 dk
Git logs and manifests reveal engineering discipline before code review
A hackathon judge explains how commit history, dependency files, and stray artifacts expose process quality that demos never show.
18 Nisan 2026 Oku → → - hackernoon · 7 dk
LLMesh routes local LLM requests across machines via one endpoint
A distributed inference broker lets teams share GPU hardware without changing application code between dev, staging, and production.
18 Nisan 2026 Oku → → - hackernoon · 6 dk
Bots Follow Scripts; Agents Pursue Goals — Know the Difference
A structural comparison of rule-based bots and LLM-driven agents, with a framework for choosing the right autonomy level.
18 Nisan 2026 Oku → →