This Week's Highlight

Digest · Week of Mar 24, 2026

23

Items This Week

+4 vs last week

5

Top Score Items

Score ★★★★★

4

Categories

Cross-domain

3

New Frameworks

↑ trending

Buzz Distribution

8 sectors
LLM Architecture 24%
RAG & Retrieval 18%
Agents & Tools 16%
Fine-tuning 14%
Inference & Serving 11%
Evaluation 8%
Multi-modal 5%
Governance 4%

Must-Reads

Claude 3.7 Sonnet with extended thinking

Models★★★★★Feb 25

DSPy 2.6 — native MCP tool support

Frameworks★★★★★Feb 24

How Notion built their AI assistant

Case Study★★★★★Feb 23

Trending

MCP +245%DSPy +189%Reasoning +67%

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Top Picks This Week

Models

Claude 3.7 Sonnet — Extended Thinking matches o1 on SWE-bench

Opt-in via API parameter. Cost parity with Claude 3.5. Significant uplift on multi-step reasoning. Now recommended for agentic coding workflows.

Anthropic·
Frameworks

LangGraph 0.3 — Stateful multi-agent workflows with native streaming

Persistent state, built-in interrupt/resume, LangSmith integration out of the box. Major improvement over LangChain's sequential chains for complex pipelines.

LangChain·
Case Study

Baemin's text-to-SQL system — 85% accuracy, 3s latency in production

Schema-aware prompting + few-shot examples. PostgreSQL with read replicas. Fallback to keyword search at <60% confidence threshold.

Woowa Brothers·