Tools & ProductsAnalysis
Claude Code mods: what 1,017 community mods can reach
A community catalogue now lists 1,017 Claude Code mods and what each can touch. What the numbers mean, what people build, and what to check before installing.
Canberk / Archive
Analysis
Analysis, guides and research notes on artificial intelligence.
7 posts
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Models & LLMsAnalysis
Decision models after Jev: who shipped what, and how to read the claims
In under three weeks Jev has drawn Cloudflare, Perplexity, Strands and OpenAI. A comparison of the field, what each reports, and how to read the numbers.
Agents & AutomationAnalysis
FDE-Bench: can an AI agent deploy software that actually works?
A close look at FDE-Bench's 136 Docker, Compose and Kubernetes tasks, seven-model results, fresh-replay grading, failure stages and the limits of its human comparison.
Agents & AutomationAnalysis
Jev Code Reviewer puts priorities beside GitHub diffs
Jev assigns review priority while OpenAI writes change explanations. The local GitHub extension is a useful triage idea with real coverage, privacy and trust limits.
Agents & AutomationAnalysis
CLM-8B: an open-weight Jev alternative for agent decisions
How CLM-8B makes decisions: original Jev comparison charts, coding-verifier benchmarks, local deployment requirements and the limits of confidence scores.
Agents & AutomationAnalysis
Jev and Laya-MLX: when an AI workflow needs a decision, not a paragraph
A practical look at typed decision models, TypeSafe's Jev, local Laya inference on Apple Silicon and the limits behind the speed claims.
Agents & AutomationAnalysis
6–7 months with Poke: a personal AI agent in iMessage
My Poke Pro routine in Turkish: AI news, market briefings and Gmail alerts through iMessage, alongside official product details and practical limits.