Agent ToolingGGUF vs AWQ vs GPTQ: Which Quantization Fits Your Runner
Ollama cannot load a raw AWQ or GPTQ safetensors file; only GGUF works everywhere. Here is the compatibility table and the 2026 benchmark numbers behind the pick.
Agent ToolingTop Stories
Agent ToolingOpenCode vs Claude Code: Which Coding Agent CLI in 2026
OpenCode's MIT license and 75+ providers versus Claude Code's polished, subscription-billed CLI: the pricing, config, and benchmark numbers that decide which fits your 2026 stack.
Frameworks & OrchestrationPydantic AI vs Microsoft Agent Framework: Which in 2026
Microsoft Agent Framework hit 1.0 GA in April 2026 as the AutoGen and Semantic Kernel successor. Pydantic AI ships weekly and stays model-agnostic; here is how they compare.
Agent ToolingE2B Self-Hosted: Terraform Setup, Real Cost, and Limits
Self-hosting E2B costs about $1,250/mo in GCP infrastructure versus $150/mo on the cloud tier. Here is the real Terraform setup, AWS limits, and cost math.
Agent Tooling
Frameworks & OrchestrationPydantic AI vs OpenAI Agents SDK: Typed or OpenAI-Native in 2026
Pydantic AI hit v2.0.0 on June 23, 2026 while OpenAI Agents SDK went sandbox-native; here is which framework to pick.
Security & Supply Chain
Frameworks & OrchestrationPydantic AI vs AutoGen: Which Agent Framework Wins in 2026
AutoGen is in maintenance mode and Pydantic AI just shipped v2.0. Here is how the two frameworks actually compare and when migrating pays off.
Observability & Tracing
Observability & TracingLangfuse vs Arize Phoenix: Self-Hosted LLM Observability Compared
Langfuse traces production LLM apps on Postgres and ClickHouse under MIT license. Arize Phoenix evaluates them with one pip install under the non-OSI ELv2 license.
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