Research library
Workflow automation
Map the work, connect the tools, and build repeatable processes with clear ownership and exception handling.
52 articles · Page 1 of 5
Claude Managed Agents Adds Server-Run Workflows and OpenTelemetry Tracing
Anthropic's Managed Agents can now run fan-out workflows on its servers and export traces over OTLP. Limits, billing, content defaults and what to test.
Gemini API Reroutes 3.7 and 3.5 Flash Calls, and Deep Research Pro Preview Can End October 23
Since October 8, gemini-3.7-flash and 3.5-flash calls are served by 3.8 and 3.6 Flash. What changes, what to retest, and the Deep Research deadline.
GitHub Actions Lockfiles Pin Every Dependency to a Commit. They Don't Vet Any of Them.
GitHub's Actions lockfile preview pins actions, transitive deps and reusable workflows to commits. What it fixes, what it leaves to you, and what to test.
Falcon ASR Targets Arabic and Emirati Transcription
TII's Falcon ASR focuses on Arabic and Emirati speech. Read the benchmark scope, demo availability and practical evaluation limits.
LightOnOCR-3 Adds Layout and Chart Extraction
LightOn's three OCR models add document regions, image descriptions and chart data. How to evaluate the output before using it in retrieval.
Meta Releases Muse Wonder and Muse Wonder Full
Meta's Muse Wonder models target sustained agent work. What is available now, what Active Memory means, and what teams should test.
Claude Haiku 5.5: A 90% List-Price Cut, a 75% Real One, and Five Ways to Get a 400
Haiku 5.5 lists at a tenth of Haiku 4.5's price; Anthropic says about 75% less in practice. The gap, the 400s after switching, and Sonnet 5.5 vs Luna.
Decision Models Go Open Weight: Cloudflare Clef, Liquid d1 and TypeSafe Jev Compared
Cloudflare's Clef and Liquid's d1-3B are open-weight decision models. Compared with Jev and OpenAI's Decisions API on license, price, context and limits.
OpenAI Decisions API: $0.10 per Million Input Tokens and Nothing for the Answer
OpenAI's Decisions API: public beta, GPT-6 Luna only, $0.10 per million input tokens, no output charge. Where it beats Responses with structured output.
Claude Sonnet 5.5: Compare Cost per Finished Task
Sonnet 5.5 keeps Sonnet 5 token prices. Its claimed savings come from using fewer tokens. How to test that claim in your workflow.
Holo4 Combines Computer Use and Tools, with Different Licenses
Holo4 spans GUI, code, MCP and API workflows. Its 27B and 35B-A3B checkpoints have different licenses. What to check before evaluation.
OpenAI DevDay 2026: Always-On Dots, GPT-6.1 Sol and Uneven Availability
OpenAI DevDay 2026 announced dots, GPT-6.1 Sol, Ultrafast, Agents API computer use and plugin extensions. What is live now, what it costs and what to test.