By pguso
ai agents from scratch
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
Filed under Agent Frameworks. Status: Stale-flagged
- Stars
- 4.2k
- Forks
- 607
- Open issues
- 9
- Last commit
- yesterday
- Stats refreshed
- Refreshed Jun 1, 2026
On the maker
pguso
Use cases
- Tool Use / Function CallingTools that support OpenAI-style function calling, MCP tool use, or structured tool dispatch.
Pricing
Open-source
Field notes
No field notes yet.
Field notes for ai agents from scratch will land here when sources support a confident take ; synthesized from postmortems, vendor retros, dev-team blogs, deeply-engaged GitHub issues, and our own builds.
Coverage isn’t promised on every tool ; empty sections are honest. Field notes are curated, not generated from vendor copy.
Benchmarks
Scores aren’t in yet.
We’re wiring up SWE-bench, Aider Polyglot, and a custom dev-task suite next. Methodology will be public; vendor pre-notification is 48 hours.
View benchmarksHow we make money
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