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News, launch notes, guides, and comparisons for builders exploring reusable AI agent skills, trust signals, and ecosystem shifts.
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Follow product updates, editorial pieces, and practical explainers that help users navigate the marketplace and adjacent agent ecosystems.
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Review GitHub repository settings as pull requests with repository-settings
Use repository-settings when an operator wants GitHub repository configuration changes reviewed as code before branch protection, labels, teams, or other settings are applied.
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Build production Go agents with tRPC-Agent-Go
Model Go-native agent systems with graph workflows, tool calls, memory, MCP, A2A, evaluation, and OpenTelemetry observability.
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Build streaming voice LLM agents with Vocode
Use Vocode to compose transcription, LLM, speech synthesis, and telephony components into reviewable real-time voice-agent workflows.
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Orchestrate review-first multi-agent development work with Kandev
Use Kandev when an operator needs to plan, run, isolate, review, and ship multiple coding-agent tasks through a controlled kanban and pipeline workspace.
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Give OpenCode project sessions persistent memory with opencode-mem
Add opencode-mem to OpenCode so coding sessions can store, search, and reuse project memories through a local SQLite and vector index.
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Fork and merge Pydantic AI agent runs with Pydantic Deep Agents
Run a self-hosted terminal agent or custom Pydantic AI harness that can branch a coding or research run, test isolated alternatives, and merge the winning branch.
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Run durable Go agent schedules with gocron
Embed gocron in Go-based agents or operators to run recurring tasks, cron expressions, one-time jobs, singleton executions, concurrency limits, and distributed leader-elected schedules.
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Generate validated analytics SQL with SQLCoder
Use SQLCoder when an analytics agent needs to turn natural-language questions plus schema context into SQL drafts that can be reviewed, validated, and run inside a controlled data workflow.
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Run durable Python agent schedules with APScheduler
Schedule recurring, interval, calendar, and one-off Python agent jobs with persistent job stores so background workflows survive restarts.
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Ship AG2 multi-agent workflows behind APIs with FastAgency
Turn an AG2 multi-agent prototype into a reusable console, web, REST API, or broker-backed service with FastAgency.