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LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
llama.cpp11 min read
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Agents on live hardware: reason where you must, engineer everywhere else
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Prioritize what's actually exploitable: Vulnerability reachability is now available in SonarQube Advanced Security
Vulnerability Reachability in SonarQube Advanced Security shows which dependency risks your code can reach. Fix what matters first. See how it works.
Gitar Blog5 min read
Sonar's new JS/TS engine: Tracing meaning, not syntax, to hunt down real vulnerabilities
Static analysis grounded in the formal theory of program analysis, rather than in shallow, syntax-driven heuristics, can compute precise data-flow paths through real, unmodified production code.
Gitar Blog12 min read
Which LLM writes the best code? A 2026 comparison
There is no single best LLM for coding. Use this framework to compare AI coding models on your own tasks, and verify AI-generated code with Sonar.
Gitar Blog12 min read
AI coding ROI is a throughput problem, and verification is how you solve it
Measure AI coding ROI by shipped software, not lines generated. Learn how verification cuts rework and cost per change, then get the full guide.
Gitar Blog9 min read
Sonar joins OpenAI Daybreak Cyber Partner Program, deepening collaboration on agentic security
Sonar has joined OpenAI Daybreak Cyber Partner Program, bringing governed frontier-model access into SonarQube Hunter Agent for deeper, faster vulnerability detection.
Gitar Blog4 min read
Shared standards, independent review: Fin's AI lesson
Fin's AI agents outpaced its review process. See how shared standards and low false positive rates keep AI code review trustworthy. Read the lessons.
Gitar Blog5 min read
OpenAI GPT-6.1 Sol: An evaluation
GPT-6.1 Sol writes 39% more code than GPT-6 Sol, with a higher pass rate and lower finding density. See the full code quality and security evaluation.
Gitar Blog14 min read
Sonar Vortex is now available on SonarQube Server
Give coding agents your architecture and standards before they write, and check every change as it is produced, inside your own infrastructure.
Gitar Blog5 min read
How one squad at Sonar reviews AI-generated code: A look at our agentic workflow
Learn how one Sonar squad built a three-layer review process for AI-generated code, SonarQube analysis, Gitar, then a human reviewer. Read the case study.
Gitar Blog6 min read
The SonarQube Remediation Agent is now available on SonarQube Server
Clear technical debt faster with SonarQube Remediation Agent, which generates verified fixes and submits pull requests for developer review.
Gitar Blog3 min read
How to achieve first-pass quality with AI coding agents
Improve first pass quality with coding agents by combining better context, clear constraints, automated verification, and continuous feedback.
Gitar Blog6 min read
SonarQube Server 2026.5 LTA: Ship AI code inside your perimeter with confidence
SonarQube Server 2026.5 brings agentic AI verification, security, governance, compliance, and architecture management inside your infrastructure.
Gitar Blog6 min read
How verification enables smarter model routing for AI coding
Cut AI coding costs without sacrificing code quality by choosing the right model tier and verifying security, reliability, and maintainability.
Gitar Blog7 min read
The Acceptance Gap: Why AI-Generated Code Still Fails to Become Shipped Work
Learn why AI generated code often stalls before production and how earlier verification can improve acceptance, quality, and engineering ROI.
Gitar Blog7 min read
From Opus 5 to Opus 5.5: better fixes at 58% less cost in the SonarQube Remediation Agent
SonarQube Remediation Agent with Claude Opus 5.5 delivers better fixes, higher merge readiness, and roughly 58% lower cost per fix.
Gitar Blog6 min read
What Skyscanner's AI rollout proves about verifying AI-generated code
Learn what Skyscanner's AI rollout reveals about independent verification, deterministic checks, and safer workflows for AI-generated code.
Gitar Blog5 min read
OpenAI GPT-6 Sol: An evaluation
GPT-6 Sol writes 27% less code than GPT-6 Astra and produces 22% fewer findings in total. See the full evaluation of correctness, security and maintainability.
Gitar Blog12 min read
Rust support in SonarQube Cloud closes the governance gap Clippy leaves open
See how SonarQube Cloud builds on Clippy to bring consistent Rust quality, security, compliance, and CI governance across teams.
Gitar Blog7 min read
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