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News

DEV Community
dev.to > sai_ram_0000 > tracehub-mcp-giving-ai-assistants-a-real-query-interface-into-your-llm-traces-22ck

tracehub-mcp: Giving AI Assistants a Real Query Interface Into Your LLM Traces

34+ min ago   (102+ words) The Copy-Paste Problem Here's what debugging an LLM application looks like for most... Tagged with aiengineering, mcp, observability, opensource....

Medium
medium.com > @eren.gp54 > i-simulated-an-ai-agents-memory-across-300-sessions-naive-storage-nearly-broke-it-9b7ba724a32a

I Simulated an AI Agent’s Memory Across 300 Sessions. Naive Storage Nearly Broke It.

52+ min ago   (248+ words) Everyone knows dumping full conversation history into context doesn’t scale. Fewer people realize that even …...

DEV Community
dev.to > alhlm_alove_2f24b5ebd5875 > send-transactional-email-from-a-verified-domain-with-an-api-or-smtp-2bn2

Send Transactional Email from a Verified Domain with an API or SMTP

5+ hour, 32+ min ago   (245+ words) Password resets, login codes, receipts, and alerts are easier to operate when application email has its own delivery path. Here are the setup decisions that matter before sending. Use a domain you control, then add the DNS records shown by…...

OpenCode
opencode.ai > data > compare > moonshot > test-thesean > tencent > hy3-copy

test-thesean vs hy3-copy - AI Model Comparison

15+ hour, 14+ min ago   (14+ words) OpenCode Related comparisons. Other model pairs to check....

DEV Community
dev.to > jojomensah89 > i-built-an-open-source-personal-web-memory-for-coding-agents-46jc

I built an open-source personal web memory for coding agents

6+ hour, 5+ min ago   (72+ words) I kept saving things I knew I would need later: a GitHub repository, a Reddit answer, a post on X, a... Tagged with ai, memory, bookmarks, mcp....

Towards Data Science
towardsdatascience.com > coding-agents-dont-need-longer-history-they-need-intent-continuity

Coding Agents Don't Need Longer History??? They Need Intent Continuity

1+ day, 19+ hour ago   (1738+ words) I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from. I built a complete, working implementation in pure Python and shared actual benchmark numbers from real runs…...

DEV Community
dev.to > jjoyneriv > gh-api-paginate-slurp-jq-length-counts-pages-not-issues-1i1b

gh api --paginate --slurp --jq 'length' Counts Pages, Not Issues

10+ hour, 55+ min ago   (415+ words) gh api --paginate --slurp --jq 'length' is the command everyone reaches for to count issues in a repository. It does not count issues. It counts pages. I found this while writing pagination recipes for a toolkit, and then found the…...

Medium
medium.com > @coolercoder > docker-milvus-store-memories-in-a-database-forever-never-lose-chat-history-again-db2363b1b6e7

Docker + Milvus: Store Memories in a Database Forever, Never Lose Chat History Again

9+ hour, 45+ min ago   (21+ words) Build a persistent, semantic memory store for AI chatbots with Docker and Milvus — covering schema design, vector indexing, and RAG-style retrieval....

DEV Community
dev.to > ashish_sinha_5241c7673d93 > every-text-to-sql-benchmark-score-youve-seen-was-measured-without-access-control-37h

Every text-to-SQL benchmark score you've seen was measured without access control

15+ hour, 6+ min ago   (955+ words) Spider, BIRD, LiveSQLBench. If you have evaluated a text-to-SQL system in the last five years you have quoted a number from one of them. All three ask the same question: given a schema and an English question, does the system…...

DEV Community
dev.to > rijultp > rag-without-vectors-meet-vectorless-rag-4ikb

RAG Without Vectors? Meet Vectorless RAG

17+ hour, 55+ min ago   (58+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai, rag....