https://dreaming.press/posts/telemem-vs-mem0.htmldreaming.pressen2026-07-01TeleMem vs Mem0: When a Drop-In Memory Layer Is Really a Different Bethttps://dreaming.press/posts/right-to-be-forgotten-vector-database.htmldreaming.pressen2026-07-01Right to Be Forgotten in RAG: How to Actually Delete a User From a Vector Databasehttps://dreaming.press/posts/qdrant-vs-milvus-vs-weaviate.htmldreaming.pressen2026-07-01Qdrant vs Milvus vs Weaviate: Filtered Search Is the Question That Separates Themhttps://dreaming.press/posts/prompt-injection-to-rce-agent-allowlist-bypass.htmldreaming.pressen2026-07-01When Prompt Injection Becomes Remote Code Execution: Why Agent Command Allowlists Keep Failinghttps://dreaming.press/posts/mcp-confused-deputy-problem.htmldreaming.pressen2026-07-01The Confused Deputy Problem in MCP: Why Agent Auth Keeps Failing the Same Wayhttps://dreaming.press/posts/mcp-bench-vs-mcptoolbench-vs-mcpagentbench.htmldreaming.pressen2026-07-01MCP-Bench vs MCPToolBench++ vs MCPAgentBench: How to Benchmark an Agent's MCP Tool Usehttps://dreaming.press/posts/llm-cost-attribution-per-agent-and-tenant.htmldreaming.pressen2026-07-01How to Attribute LLM Costs Per Agent, Tenant, and Featurehttps://dreaming.press/posts/hyperlight-vs-firecracker.htmldreaming.pressen2026-07-01Hyperlight vs Firecracker: The Micro-VM That Deleted the Guest Kernel to Sandbox Agent Codehttps://dreaming.press/posts/how-to-tune-hnsw-vector-search.htmldreaming.pressen2026-07-01How to Tune HNSW: The Three Knobs Behind Vector Search Recallhttps://dreaming.press/posts/how-to-summarize-a-document-too-long-for-the-context-window.htmldreaming.pressen2026-07-01How to Summarize a Document That Doesn't Fit in the Context Window: Map-Reduce vs Refine vs Not at Allhttps://dreaming.press/posts/how-to-evaluate-an-ai-coding-agent.htmldreaming.pressen2026-07-01How to Evaluate an AI Coding Agenthttps://dreaming.press/posts/how-to-deploy-a-long-running-ai-agent-without-losing-in-flight-work.htmldreaming.pressen2026-07-01How to Deploy a Long-Running AI Agent Without Losing In-Flight Workhttps://dreaming.press/posts/how-ai-agents-forget-memory-consolidation.htmldreaming.pressen2026-07-01How AI Agents Decide What to Forget: Memory Consolidation in Mem0, Zep, and the Memory Toolhttps://dreaming.press/posts/gpt-5-5-vs-claude-opus-4-8-vs-gemini-for-coding.htmldreaming.pressen2026-07-01The Best AI Model for Coding Agents in 2026 Is Half a Harnesshttps://dreaming.press/posts/every-ai-agent-framework-became-a-graph.htmldreaming.pressen2026-07-01Every AI Agent Framework Became a Graph in 2026 — and the Hard Part Is Still Unsolvedhttps://dreaming.press/posts/declarative-agents-yaml-vs-code.htmldreaming.pressen2026-07-01Declarative Agents: When a YAML File Should Define Your Agent — and When It Can'thttps://dreaming.press/posts/brute-force-vs-approximate-vector-search.htmldreaming.pressen2026-07-01Brute-Force vs Approximate Vector Search: Do You Even Need a Vector Database?https://dreaming.press/posts/ai-browser-prompt-injection.htmldreaming.pressen2026-07-01Why AI Browsers Still Can't Stop Prompt Injectionhttps://dreaming.press/posts/ai-agents-finding-zero-days.htmldreaming.pressen2026-07-01AI Agents Are Finding Real Zero-Days at Scale — and Drowning Maintainers in Fake Oneshttps://dreaming.press/posts/ai-agent-goal-drift.htmldreaming.pressen2026-07-01AI Agent Goal Drift: Why Long-Running Agents Quietly Abandon the Task You Gave Themhttps://dreaming.press/posts/web-bot-auth-explained-ai-agents.htmldreaming.pressen2026-06-30Web Bot Auth, Explained: How a Site Will Tell Your AI Agent From a Scraperhttps://dreaming.press/posts/vercel-eve-vs-microsoft-agent-framework.htmldreaming.pressen2026-06-30Vercel eve vs Microsoft Agent Framework: Portable Agent, or Portable Runtime?https://dreaming.press/posts/unisound-u2-native-agentic-model.htmldreaming.pressen2026-06-30Unisound U2 and the Bet on 'Native Agentic' Models: When the Loop Moves Into the Weightshttps://dreaming.press/posts/spot-gpus-for-llm-inference.htmldreaming.pressen2026-06-30Spot GPUs for LLM Inference: How to Cut Serving Cost Without Dropping Requestshttps://dreaming.press/posts/skyvern-vs-browser-use.htmldreaming.pressen2026-06-30Skyvern vs Browser Use: You're Not Picking a Browser Agent, You're Picking How It Sees the Pagehttps://dreaming.press/posts/provider-agnostic-ai-agents.htmldreaming.pressen2026-06-30Provider-Agnostic AI Agents: The Lock-In Isn't Where You Thinkhttps://dreaming.press/posts/open-source-deep-research-agents.htmldreaming.pressen2026-06-30Open-Source Deep Research Agents: 7 Repos to Build (or Run) Your Ownhttps://dreaming.press/posts/mcp-vs-rest-api-for-agents.htmldreaming.pressen2026-06-30MCP vs REST: Do Your Agents Need a Protocol, or Just Your API?https://dreaming.press/posts/mcp-goes-stateless-2026-07-28-spec.htmldreaming.pressen2026-06-30MCP Goes Stateless: What the 2026-07-28 Spec Changes for Agent Buildershttps://dreaming.press/posts/locomo-vs-longmemeval-vs-beam-agent-memory.htmldreaming.pressen2026-06-30Agent Memory Benchmarks: LoCoMo vs LongMemEval vs BEAMhttps://dreaming.press/posts/llm-judge-bias.htmldreaming.pressen2026-06-30Your LLM Judge Is Biased: Position, Verbosity, and Self-Preference — and Which Ones You Can Fixhttps://dreaming.press/posts/langchain-1-0-and-langgraph-1-0-whats-new.htmldreaming.pressen2026-06-30LangChain 1.0 and LangGraph 1.0: What Actually Changed for Agent Buildershttps://dreaming.press/posts/kafka-vs-nats-vs-redis-streams-ai-agents.htmldreaming.pressen2026-06-30Kafka vs NATS vs Redis Streams: Choosing the Event Backbone for AI Agent Systemshttps://dreaming.press/posts/jailbreak-vs-prompt-injection.htmldreaming.pressen2026-06-30Jailbreak vs Prompt Injection: Two Attacks That Live in Different Layershttps://dreaming.press/posts/how-to-write-a-system-prompt-for-an-ai-agent.htmldreaming.pressen2026-06-30How to Write a System Prompt for an AI Agenthttps://dreaming.press/posts/how-to-ship-ai-agent-changes-safely.htmldreaming.pressen2026-06-30How to Ship an AI Agent Change Without Breaking It: Eval Gates, Shadow Replay, and Why Canaries Liehttps://dreaming.press/posts/how-to-read-an-agent-memory-benchmark.htmldreaming.pressen2026-06-30How to Read an Agent-Memory Benchmark: The LoCoMo and LongMemEval Number Warshttps://dreaming.press/posts/how-to-evaluate-an-embedding-model-on-your-own-data.htmldreaming.pressen2026-06-30How to Evaluate an Embedding Model on Your Own Datahttps://dreaming.press/posts/how-to-evaluate-a-deep-research-agent.htmldreaming.pressen2026-06-30How to Evaluate a Deep Research Agent: Report Quality vs. Citation Accuracyhttps://dreaming.press/posts/glm-5-2-open-weight-agentic-coding.htmldreaming.pressen2026-06-30GLM-5.2 Matched the Closed Models on Agentic Coding — for a Sixth of the Costhttps://dreaming.press/posts/expose-agent-as-mcp-server.htmldreaming.pressen2026-06-30Your Agent Is Now an MCP Server: What Exposing an Agent as a Tool Quietly Throws Awayhttps://dreaming.press/posts/eval-driven-development-for-ai-agents.htmldreaming.pressen2026-06-30Eval-Driven Development: How to Ship an AI Agent Without Guessinghttps://dreaming.press/posts/eu-ai-act-for-ai-agents.htmldreaming.pressen2026-06-30The EU AI Act Deadline Didn't Really Move: What Still Hits AI Agents on August 2https://dreaming.press/posts/claude-agent-sdk-vs-openai-agents-sdk.htmldreaming.pressen2026-06-30Claude Agent SDK vs OpenAI Agents SDK: A Harness vs an Orchestration Libraryhttps://dreaming.press/posts/bedrock-agentcore-vs-vertex-agent-engine-vs-foundry-hosted-agents.htmldreaming.pressen2026-06-30Bedrock AgentCore vs Vertex Agent Engine vs Foundry Hosted Agents: The Managed Agent Runtime, Comparedhttps://dreaming.press/posts/autoscaling-llm-inference-on-kubernetes.htmldreaming.pressen2026-06-30Autoscaling LLM Inference on Kubernetes: Scale on the Queue, Not the GPUhttps://dreaming.press/posts/any-llm-vs-litellm.htmldreaming.pressen2026-06-30Any-LLM vs LiteLLM: You're Comparing a Library to a Buildinghttps://dreaming.press/posts/ai-agent-sprawl-governance-registry.htmldreaming.pressen2026-06-30Agent Sprawl: Why AI Agent Governance Now Starts With a Registryhttps://dreaming.press/posts/ai-agent-act-warner-bill-explained.htmldreaming.pressen2026-06-30The AI AGENT Act, Explained: Warner's Bill Treats Blocking Your Agent as the Harmhttps://dreaming.press/posts/a2a-protocol-at-one-year-adoption-reality.htmldreaming.pressen2026-06-30A2A at One Year: Is Agent-to-Agent Interoperability Actually Happening?https://dreaming.press/posts/tool-response-design-for-ai-agents.htmldreaming.pressen2026-06-29What Should an AI Agent's Tools Return? Designing Tool Results for the Context Windowhttps://dreaming.press/posts/should-an-ai-agent-compact-its-own-context.htmldreaming.pressen2026-06-29When Should an AI Agent Compact Its Own Context? The Case Against Fixed Thresholdshttps://dreaming.press/posts/resumable-llm-streaming.htmldreaming.pressen2026-06-29Resumable LLM Streaming: How to Survive a Refresh Without Repaying for the Answerhttps://dreaming.press/posts/request-hedging-for-llm-tail-latency.htmldreaming.pressen2026-06-29Request Hedging for LLM Tail Latency: Race the Slow Call, Don't Retry Ithttps://dreaming.press/posts/raft-retrieval-augmented-fine-tuning.htmldreaming.pressen2026-06-29RAFT vs RAG vs Fine-Tuning: When to Train on the Documents You Retrievehttps://dreaming.press/posts/opentelemetry-genai-semantic-conventions.htmldreaming.pressen2026-06-29OpenTelemetry GenAI Semantic Conventions: The Spec Your Observability Tool Depends On Is Still 'Development'https://dreaming.press/posts/mmr-vs-reranking-diverse-rag-retrieval.htmldreaming.pressen2026-06-29MMR vs Reranking in RAG: Why Your Top-K Returns the Same Fact Five Timeshttps://dreaming.press/posts/mixture-of-agents-vs-single-model.htmldreaming.pressen2026-06-29Mixture of Agents vs a Single Model: Why Ensembling LLMs Usually Loses to Sampling One Good Model Twicehttps://dreaming.press/posts/mcp-tasks-long-running-async-work.htmldreaming.pressen2026-06-29MCP Tasks: How Long-Running Agent Work Survives a Stateless Serverhttps://dreaming.press/posts/mcp-extensions-explained.htmldreaming.pressen2026-06-29MCP Extensions, Explained: How the 2026 Spec Grows Without Breaking the Corehttps://dreaming.press/posts/implicit-vs-explicit-prompt-caching.htmldreaming.pressen2026-06-29Implicit vs Explicit Prompt Caching: When to Pay for a Cache You Controlhttps://dreaming.press/posts/how-to-stream-structured-output-from-an-llm.htmldreaming.pressen2026-06-29Streaming Structured Output From an LLM: How to Render JSON Before It's Donehttps://dreaming.press/posts/how-to-set-a-timeout-for-an-ai-agent.htmldreaming.pressen2026-06-29How to Set a Timeout for an AI Agent: A Per-Call Timeout Won't Bound the Loophttps://dreaming.press/posts/how-to-roll-back-an-ai-agents-actions.htmldreaming.pressen2026-06-29How to Roll Back an AI Agent's Actions: The Saga Pattern for Tools That Can't Undohttps://dreaming.press/posts/how-to-monitor-an-ai-agent-in-production.htmldreaming.pressen2026-06-29How to Monitor an AI Agent in Productionhttps://dreaming.press/posts/how-to-load-test-an-llm-app.htmldreaming.pressen2026-06-29How to Load-Test an LLM App: You're Stress-Testing the Rate Limiter, Not the Modelhttps://dreaming.press/posts/how-to-handle-tool-errors-in-an-ai-agent.htmldreaming.pressen2026-06-29How to Handle Tool Errors in an AI Agent: Return the Failure, Don't Raise Ithttps://dreaming.press/posts/how-to-evaluate-a-reranker.htmldreaming.pressen2026-06-29How to Evaluate a Reranker for RAG: The Number That Caps It Isn't the Reranker'shttps://dreaming.press/posts/how-to-do-rag-over-tables.htmldreaming.pressen2026-06-29How to Do RAG Over Tables: When to Embed Rows and When to Generate SQLhttps://dreaming.press/posts/how-to-deploy-an-ai-agent-to-production.htmldreaming.pressen2026-06-29How to Deploy an AI Agent to Productionhttps://dreaming.press/posts/gaia2-benchmark-asynchronous-agents.htmldreaming.pressen2026-06-29GAIA2: The Agent Benchmark Where the Clock Never Stopshttps://dreaming.press/posts/does-agents-md-actually-help-coding-agents.htmldreaming.pressen2026-06-29Does an AGENTS.md File Actually Make Your Coding Agent Better?https://dreaming.press/posts/disaggregated-llm-inference.htmldreaming.pressen2026-06-29Disaggregated LLM Inference: Why Prefill and Decode Are Moving to Separate GPUshttps://dreaming.press/posts/cost-aware-agent-evaluation.htmldreaming.pressen2026-06-29Cost-Aware Agent Evaluation: Why Your Benchmark Needs a Dollar Axishttps://dreaming.press/posts/2026-06-29-reward-hacking-in-ai-agents.htmldreaming.pressen2026-06-29Reward Hacking in AI Agents: When the Eval Becomes the Attack Surface