pheromone-network
A zero-dependency TypeScript memory kernel that gives any agent long-term memory. No training or backpropagation: each output reads a few tag-compatible neighbors, updated by a manual Hebbian rule. Links used often are reinforced; idle ones evaporate by half-life. Based on the paper Local Pheromone Network (arXiv:2606.30669).
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This is 1 of 177 launches in persistent memory for ai agents — see how it stacks up on momentum and crowding →
9 other launches read as similar to this one →
Details
- External ID
- 1403762779
- Source
- GITHUB
- Company
- —
- Product
- pheromone-network
- Website domain
- github.com
- Launched
- Oct. 4, 2026
- Cohort
- —
- Upvotes
- 39
- Upvotes percentile
- 0.65
- Tags
- agent-memory, associative-memory, local-learning, memory, npm, offline-ai, semantic-recall, typescript
Enrichment
- Niche
- persistent memory for ai agents
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- typescript memory kernel for ai agents
- Manually corrected
- False
Could you build this?
Partial Translating the algorithmic equations from an arXiv paper on local pheromone networks into TypeScript is feasible, but validating and tuning novel associative memory networks without existing reference code requires mathematical rigor.
What it would actually take: Requires implementing a graph-based associative memory network in TypeScript with custom decay functions (half-life evaporation) and Hebbian link weight adjustments. The challenge lies in accurately implementing the mathematical dynamics specified in the academic paper (arXiv:2606.30669) so that memory recall, edge pruning, and tag compatibility converge properly under high load.
Competitors
Other products that read as similar to this one — 9 launches clear the similarity bar, closest 8 shown.
Attention rank: #2 of 10 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 279 days after the earliest competitor.
- Smoke Monkey Harness · ph · 2026-09-30 · 1 upvotes · similarity 0.34
- Spectron · ph · 2026-06-03 · 172 upvotes · similarity 0.33
- Operon · hn · 2025-12-29 · 6 upvotes · similarity 0.32
- werm · github · 2026-10-06 · 204 upvotes · similarity 0.31
- loci · github · 2026-10-01 · 26 upvotes · similarity 0.31
- Egregore · hn · 2026-04-17 · 5 upvotes · similarity 0.31
- Pilot Protocol · hn · 2026-07-27 · 6 upvotes · similarity 0.31
- Living Memory Dynamics · hn · 2026-01-05 · 6 upvotes · similarity 0.30
Other launches for this product
- No other launches for this product.