11 min read
Anthropic Python SDK 1.0: How to Migrate to httpx2
Anthropic Python SDK 1.0 swaps httpx for httpx2, requires Python 3.10+, and drops temperature and Text Completions. Verified steps to upgrade safely.
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Claude API 2026-10-21: Breaking Changes and SDK Migration
Claude API version 2026-10-21 removes temperature, top_p and top_k, and new major SDKs (TypeScript 1.0, Python 2.0) send it by default. What breaks and how to migrate.
•9 min read
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14 min read
Choosing an Agent Framework in Late 2026: 10 Frameworks Compared by Use Case
Ten agent frameworks, one decision guide: a capability matrix built from official docs and a flowchart that picks by language, durability and team.
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15 min read
LlamaIndex in 2026: Workflows, Agents, and What Changed
LlamaIndex in late 2026: Python Workflows 2.26 with typed events, human-in-the-loop and DBOS durability, plus LiteParse. LlamaIndex.TS is deprecated.
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13 min read
Microsoft Agent Framework in October 2026: What Changed Since 1.0
Microsoft Agent Framework is at Python 1.23 and .NET 1.25: MCP 2.x, explicit AG-UI auth, Harness agents, functional workflows, and the AutoGen migration.
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16 min read
OpenAI Agents SDK in Late 2026: What Is New in Python and TypeScript
OpenAI Agents SDK as of Python 0.24 and JS 0.21: sandbox agents, three guardrail layers, compaction sessions, MCP v2 and new defaults, with type-checked code.
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20 min read
Pydantic AI V2 in Late 2026: Capabilities, Graphs, Evals and MCP
Pydantic AI V2 explained through v2.64.0: the new ModelFallback capability, typed output, Conversation storage, caching, graphs, evals, MCP Apps and Logfire, with checked code.
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7 min read
Thinking in Python: Bruce Eckel Revives His 2008 Book With Claude in 2026
Bruce Eckel's Thinking in Python, started in 2008 and finished with Claude in 2026: a free 47-chapter book with build-verified examples and an AI disclosure.
6 min read
Workers RPC Now Bridges Python and JavaScript: No Schemas, No Serialization Code
Workers RPC now bridges Python and JavaScript, passing live objects, functions and streams between Workers with no schemas and no serialization code.
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5 min read
Ruff v0.16.0: 413 Default Rules, Markdown Formatting, and What Zero-Config Linting Means for Python
Ruff v0.16.0 turns on 413 default rules, adds Markdown code-block formatting and ruff: ignore comments. What changed and why zero-config linting matters.
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7 min read
Scarf Drops Haskell After 7 Years - LLMs Changed the Calculus
Scarf moves from Haskell to Python after 7 years: why LLM-driven development made compile times a bottleneck, how the migration worked, and the HN debate.
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9 min read
Microsoft Agent Framework Developer Guide: AutoGen + Semantic Kernel Unified
Microsoft Agent Framework unifies AutoGen and Semantic Kernel in one SDK: architecture, installation, migration, pricing, and when to pick it over LangGraph.
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Apache Burr vs LangGraph vs CrewAI: Choosing an AI Agent Framework in 2026
Apache Burr vs LangGraph vs CrewAI compared: what each agent framework does, how they handle state, when each wins, and when to skip frameworks entirely.
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