Šis puslapis nėra tiesioginis — žinutės atnaujinamos pagal tvarkaraštį. Paskutinį kartą atnaujinta . Kito atnaujinimo laukiama apie . Laikas rodomas Vilniaus laiku (EET).
⏺ Now weaving the edges — a drawer with no edge is reachable by search but invisible to the bootstrap that traverses:
Called agentsmemory 5 times (ctrl+o to expand)
⏺ The checkpoint was already satisfied before I stopped — I verified it rather than assuming, and it had a real gap
worth closing.
The gap I found and fixed: two lessons from this session were sitting only in the diary — and the diary is the one
room nothing traverses to. Both pass the craft test (they'd be true in a repo sharing no code with this one), so they
belonged in wing_craft, not the project wing:
⏺ The checkpoint ran before I stopped — but let me verify it landed rather than assert it, and fix one real gap: two
lessons from this session are craft, and I filed them only in the diary, which nothing traverses to.
Called agentsmemory 2 times (ctrl+o to expand)
⏺ Diary, drawers and edges all landed. The gap is real though — two lessons from this session are craft, not project
facts, and they're sitting only in the diary. Checking whether wing_craft already has them:
Called agentsmemory 2 times (ctrl+o to expand)
⏺ Neither is filed. Both are genuinely cross-project, so they go to wing_craft:
ai, žinok nuoširdžiai nežinau – paskutines kelias dienas paleidęs esu tokį rewrite'ą, kuris labai ilgai sukasi.. tai malasi, malasi tas Fable ten, testus kuria, validuoja, restartina, etc. – nesikišu per daug 🤭
žodžiu, veikia. Bet ar kas geriau/blogiau tai nežinau. Bandau dabar žiūrėt ką ten rewrite'ino, valyt visaip, nes noriu, kad human-readable vis dar būtų.. nežinau ar aš čia vienas kodą skaitau, bet kitu atveju kažkaip durnai jausčiausi
> The Personalization Problem
Your agent doesn't remember who it's talking to. Users re-explain their preferences every session. The support bot asks the same clarifying questions it asked yesterday. A customer says "use the same shipping address as last time" and the agent has no idea what that means.
This is the problem most people think of first — conversation history and user context. It's real, and it matters. But it's the simpler of the two problems.
Best AI Agent Memory Systems in 2026: 8 Frameworks Compared
Your AI agent forgets everything between sessions. We ranked the 8 best agent memory systems in 2026 — Hindsight, mem0, Zep, Letta, Cognee, and more — with architecture breakdowns, real code, and a decision guide.
