News for Engram Alpha
Engram is a durable, graph-based long-term memory for AI coding assistants — the reasoning/decision layer (why we chose this, what bit us, what's still open), shown as...
CodeSpotlight Blog
Agent Memory
229 stories
Trending Open-Source GitHub Projects : RAD Debugger, OpenRig, cua, Hindsight & mygo #300
👉 AI Agents Studio : https://www.youtube.com/channel/UCAawqobkJZ28OLcYcMgqYaw?sub_confirmation=1 "This video covers top trending open-source GitHub projects this week, focused on developer productivity, local tools, performance, and AI workflow improvement.
Manu AGI
Ant Group's LingGuang 2.0 Enters Limited Beta as a Personal Agent With Long-Term Memory
Sources close to the project say Ant Group's LingGuang is testing a version that remembers users, pushes tasks forward on its own and calls Skills and MCP tools, with a full rollout due this month.
Pandaily2 min read
The AI Agent Memory Architecture Explained - From State to Long-Term Memory
Most developers building AI agents confuse conversation history with memory. But designing memory for a real-world AI agent involves much more than storing chat messages in a database. In this video, we'll explore AI Agent Memory Architecture from an engineering and system-design perspective.
Applied with AI
Grok Bot Can Read What Your Other AI Tools Already Learned
Claude Code already knows your repo. ChatGPT already knows your preferences. With Hindsight, a Grok Bot can read those banks instead of making you explain it all again.
Hindsight Blog14 min read
Monolithos launches long-term memory system for robots and embodied AI
Monolithos has launched a public alpha of Robot Brain, a long-term memory and experience system designed to enable robots and embodied AI systems to retain information from previous tasks and make it available during future operations.
Robotics & Automation News2 min readReal Long-Term Memory for AI: A 50-Million-Token Window That Is Faster and Cheaper Than Recompute
A large language model can only use the text that fits in its context window, and it recomputes its internal key-value (KV) state for a prompt every time the prompt is sent.
arXiv - cs.CL (NLP)2 min readGated Memory: Admission-Controlled Memory Formation for Conversational AI
Personalized conversational AI relies on long-term memory systems that extract facts from user utterances and store them in persistent vector stores. Despite progress in retrieval, deduplication, and lifecycle management, the formation stage, the moment a fact is first written to storage has…
arXiv - cs.CL (NLP)2 min read
🟢 turbopuffer: Resolved — Elevated rate of 5xx in gcp-us-central1
🟢 Resolved · lasted 7h 27m The issue upstream in Google Cloud Storage is resolved and us-central1 operations have returned to normal.
AIWatch Blog3 min read
Your digital photos and posts are scattered everywhere: This startup ties them all together
Seattle startup Eluum wants to rebuild social media around something more lasting than the next post or feed: your life story. Its app uses AI to pull scattered photos, videos and posts into one evolving record, a feature it calls MyLifeStory. Read More
GeekWire4 min read
Top Dev Tool Projects : Sentry, Caddy, Effect, claude-mem, OpenMontage & iCode
👉 AI Agents Studio : https://www.youtube.com/channel/UCAawqobkJZ28OLcYcMgqYaw?sub_confirmation=1 "This video covers top trending open-source Dev Tool projects this week, focused on developer productivity, local tools, performance, and everyday workflow improvement.
Manu AGI
A single prompt was enough to hijack every AI agent in an AWS account, Zenity researchers found
Zenity Labs researchers say a single publicly accessible AI agent on Amazon's Bedrock AgentCore was enough to take over every AgentCore agent in the same AWS account and region.
The Decoder5 min read
Building scalable, agent-friendly APIs for AI applications
Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think The post Building scalable, agent-friendly APIs for AI applications appeared first on The New Stack.
The New Stack - AI9 min readWhose Memory Is It? Scope-Aware Commit Rules for Long-Term LLM Memory
Persistent memory allows an LLM agent to carry experience across conversations, but it also turns a local reasoning mistake into a durable one. During deliberation, an agent may consider a plan, simulate a tool result, report another speaker's belief, and then reject all of them.
arXiv - cs.AI2 min read
How AI Agents Learn From User Corrections Without Retraining
Learn how AI agents can turn user corrections into evaluated, reusable behavioural guidance without retraining the underlying model.
Reflexio Blog11 min read
Outcome Based Learning for AI Agents: Turn Results Into Better Behavior
Explore how production outcomes, successful actions and failed paths can provide evidence for improving AI agent behaviour.
Reflexio Blog9 min read
Human-in-the-Loop Learning for AI Agents: Review, Approval and Escalation
Learn when AI agents should act, request approval or escalate, and how human corrections can become reusable, controlled behavioural learning.
Reflexio Blog9 min read
Persistent memory for Claude Code with Weaviate Engram
The Engram plugin gives Claude Code persistent, long-term memory, so it remembers what you've done and brings it back when it matters.
Weaviate5 min read
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