Software for Human × AI work
A curated map of tools by the job they do — with the trade-off you should verify before relying on each one.
Directory, not ranking. No paid placement, no ratings, no affiliate links. Entries carry only durable facts — always verify current terms, pricing, and data handling directly with the vendor.
14 tools
Cloudflare
CloudProprietary · free tierDevelopment
Edge platform for deploying serverless Workers, static sites, and network services close to users.
Generous free tier across Workers, Pages, and DNS with a single integrated developer platform.
⚠️ Verify before use: Current Workers CPU/request limits on your plan tier, and data-locality options if you have residency requirements.
Discourse
HybridOpen sourceCommunity & documentation
Community forum platform for durable public knowledge.
Searchable, well-structured long-form community archives.
⚠️ Verify before use: The moderation workload a healthy instance requires.
Git
LocalOpen sourceDevelopment
Version control; the provenance backbone for artifact history.
Complete history and diff evidence, host-independent.
⚠️ Verify before use: Your team's history-rewriting norms, so provenance survives.
GitHub
CloudProprietary · free tierCommunity & documentation
Repository hosting, review, and community workflows.
Pull-request review maps directly to human checkpoints.
⚠️ Verify before use: Data policies and access controls for private or sensitive material.
Hugging Face
HybridMixed licensingModel access
Model hub, datasets, and hosted inference.
Breadth of open models and artifacts under one roof.
⚠️ Verify before use: The license terms of each individual model or dataset — they vary widely.
Langfuse
HybridMixed licensingObservability & evaluation
Tracing and evaluation for LLM applications.
Open-source core with self-hosting for sensitive traces.
⚠️ Verify before use: What prompt/response data is stored, where, and for how long.
n8n
HybridSource availableAutomation
Workflow automation connecting tools and services.
Source-available with a self-hosting option for data control.
⚠️ Verify before use: License fit for your use case and where connector data flows.
Obsidian
LocalProprietary · free tierKnowledge & data
Local-first personal knowledge base in Markdown.
Durable plain-text storage you fully control.
⚠️ Verify before use: Trustworthiness of any community plugin — plugins run with local access.
Ollama
LocalOpen sourceModel access
Run open-weight language models locally.
Keeps prompts and data on your own machine.
⚠️ Verify before use: Hardware requirements against the specific models you need, and each model's license.
Pandoc
LocalOpen sourceDesign & content
Universal document conversion between markup and document formats.
Deterministic, scriptable output suitable for reproducible pipelines.
⚠️ Verify before use: Conversion fidelity for complex layouts before relying on it.
SQLite
LocalOpen sourceKnowledge & data
Embedded database for local, auditable data work.
Zero-dependency durability with a long stability record.
⚠️ Verify before use: Concurrency fit for multi-writer scenarios.
Supabase
HybridOpen sourceKnowledge & data
Postgres-based backend platform with auth, storage, realtime, and vector search for application data.
Standard Postgres under the hood — your data stays in a portable, open format you can export or self-host.
⚠️ Verify before use: Row Level Security defaults on your tables, current free-tier pause policy, and pgvector limits for embedding workloads.
Visual Studio Code
LocalMixed licensingDevelopment
Extensible code editor common in AI-assisted development.
Large extension ecosystem across languages and workflows.
⚠️ Verify before use: Telemetry settings and the data handling of each extension you add.
Zotero
LocalOpen sourceResearch
Reference and source management for research workflows.
Local-first with a strong open ecosystem and durable open formats.
⚠️ Verify before use: How synced storage handles sensitive sources, and current sync terms.