https://aiagentsnews.top/tags/context/ Recent content in Context on AI Agents News Hugo en Tue, 28 Jul 2026 01:32:34 +0000 https://aiagentsnews.top/posts/desktop-coding-agents-handle-parallel-work-better/ Tue, 28 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/desktop-coding-agents-handle-parallel-work-better/ Intent by Augment Code required the least manual reconciliation during parallel work on shared contracts in early 2026 testing. https://aiagentsnews.top/posts/llamaindex-agents-build-event-driven-workflows/ Wed, 22 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/llamaindex-agents-build-event-driven-workflows/ Learn to build event-driven LlamaIndex agents using the gemini3.6flash model and Context class for shared state across multi-step workflows. https://aiagentsnews.top/posts/function-calling-tools-24-benchmarks-explained/ Sat, 18 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/function-calling-tools-24-benchmarks-explained/ BenchLM.ai evaluates function calling across 24 agentic benchmarks to measure precision in tool invocation and terminal task execution for AI agents. https://aiagentsnews.top/posts/llamaindex-context-turns-static-docs-into-tools/ Sat, 18 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/llamaindex-context-turns-static-docs-into-tools/ Learn how LlamaIndex initializes agents in 5 lines to bridge private data silos and execute complex, multi-step reasoning tasks. https://aiagentsnews.top/posts/agent-boundary-fixes-stop-tenant-data-leaks-now/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-boundary-fixes-stop-tenant-data-leaks-now/ One misrouted tenant ID broke production. Learn the five-layer model to stop context bleeding across your AI agent workflows today. https://aiagentsnews.top/posts/agent-memory-types-why-most-systems-miss-5-of-7/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-memory-types-why-most-systems-miss-5-of-7/ Most agents use only 2 of 7 memory types. Learn why working memory evaporates and how episodic storage fixes long-term agent autonomy. https://aiagentsnews.top/posts/agents-research-build-isolated-multistep-systems/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agents-research-build-isolated-multistep-systems/ Learn how isolated context prevents data contamination when agents synthesize hundreds of websites into unified reports using LangChain. https://aiagentsnews.top/posts/ai-agent-framework-langgraph-leads-18-deployments/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/ai-agent-framework-langgraph-leads-18-deployments/ Analysis of 18 deployments shows LangGraph leads production readiness. Learn how to prevent context loss and infinite loops in your agent systems. https://aiagentsnews.top/posts/confluence-mcp-server-build-agents-with-62-tools/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/confluence-mcp-server-build-agents-with-62-tools/ Build a Confluence MCP server using 62 tools and 23 triggers. This guide covers LlamaIndex integration, OAuth handling, and ReAct agent workflows. https://aiagentsnews.top/posts/context-engineering-stops-multiagent-hallucinations/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/context-engineering-stops-multiagent-hallucinations/ Seventy percent of implementations will apply agents with narrow, focused roles by 2027, driven by the need for higher accuracy in specialized tasks... https://aiagentsnews.top/posts/governed-ai-platforms-fix-context-loss/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/governed-ai-platforms-fix-context-loss/ Brunelly replaces generic outputs with architecture-aware planning to fix fragmented engineering pipelines and restore lost system context. https://aiagentsnews.top/posts/langgraph-state-loss-why-60-of-agents-fail-silently/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/langgraph-state-loss-why-60-of-agents-fail-silently/ LangGraph deleted three weeks of agent memory with zero errors. Why state-management discipline, not heavier infrastructure, fixes silent checkpoint loss. https://aiagentsnews.top/posts/persistent-context-stops-ai-agents-from-forgetting-code/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/persistent-context-stops-ai-agents-from-forgetting-code/ Sandboxed agents reset on tmpfs with zero memory. Learn how three context layers and convention files prevent entropy in production codebases. https://aiagentsnews.top/posts/agent-scale-when-20k-docs-break-single-systems/ Sun, 12 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-scale-when-20k-docs-break-single-systems/ Data shows single agents falter near 20,000 documents. Learn the ReAct pattern and memory thresholds for robust multi-agent architecture. https://aiagentsnews.top/posts/agent-autonomy-structure-python-code-for-scale/ Sun, 05 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-autonomy-structure-python-code-for-scale/ Learn to build agents that manage context across multiple turns using specific memory compression strategies and token monitoring. https://aiagentsnews.top/posts/coding-agents-shift-to-production-with-1m-context/ Sun, 05 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/coding-agents-shift-to-production-with-1m-context/ AI coding agents now handle 1.05M token contexts, enabling full-repo refactors without retrieval augmentation or constant human intervention. https://aiagentsnews.top/posts/hermes-agent-self-hosted-memory-that-sticks/ Sun, 05 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/hermes-agent-self-hosted-memory-that-sticks/ Hermes Agent crossed 140,000 GitHub stars by using FTS5 search to retain project specifics across sessions without manual reexplanation. https://aiagentsnews.top/posts/agent-frameworks-compared-langgraph-vs-crewai/ Sat, 04 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-frameworks-compared-langgraph-vs-crewai/ Compare seven key frameworks for composable agents. Learn how planning loops and memory retention differ in the 2026 landscape. https://aiagentsnews.top/posts/bench-rules-21-patterns-for-reliable-ai-coding-agents/ Sat, 04 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/bench-rules-21-patterns-for-reliable-ai-coding-agents/ Learn 21 design patterns to fix AI coding agents. While Codex CLI hits 83.4% on benchmarks, internal discipline prevents broken systems. https://aiagentsnews.top/posts/coding-agent-gaps-why-most-tools-miss-double-digits/ Sat, 04 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/coding-agent-gaps-why-most-tools-miss-double-digits/ Vix leads Terminal Bench 2.0 with a 90.0% score, while the AI Lab CLI tool ranks 52nd at 58.0%. See how 48 agents compare on real metrics. https://aiagentsnews.top/posts/langgraph-120-build-stateful-agents-with-checkpoints/ Fri, 03 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/langgraph-120-build-stateful-agents-with-checkpoints/ LangGraph 1.2.0 adds checkpoints and streaming. Learn to build RAG pipelines chunking at 1000 tokens using Qdrant and FastEmbed. https://aiagentsnews.top/posts/openhands-memory-stop-losing-context-after-every-task/ Fri, 26 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/openhands-memory-stop-losing-context-after-every-task/ Stop re-explaining conventions to your agent. This guide uses Hindsight's LongMemEval benchmark results to fix OpenHands context loss. https://aiagentsnews.top/posts/astron-context-management-solves-the-97-reuse-gap/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/astron-context-management-solves-the-97-reuse-gap/ Stop rebuilding tools for every agent. Astron's registry cuts the $950 monthly indexing drain and enforces secure skill reuse across teams. https://aiagentsnews.top/posts/code-agents-need-verified-facts-not-just-context/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/code-agents-need-verified-facts-not-just-context/ At $15 per million tokens, guessing code structure is costly. Learn why coding agents need verified graph facts over raw context windows. https://aiagentsnews.top/posts/delegation-runtime-cuts-context-overhead-by-80/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/delegation-runtime-cuts-context-overhead-by-80/ Stop context pollution before it breaks your workflow. Delegation runtime isolates subtasks, reducing context window overhead by 80% while keeping control. https://aiagentsnews.top/posts/glm52-performance-rivals-closed-coding-models/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/glm52-performance-rivals-closed-coding-models/ GLM-5.2 improved internal task success rates from 21/70 to 48/70 over its predecessor, signaling a shift in open-weight viability. https://aiagentsnews.top/posts/openhands-18-subagents-break-context-limits/ Mon, 15 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/openhands-18-subagents-break-context-limits/ OpenHands 1.8.0 adds subagent delegation and LLM profiles, moving beyond single context windows for complex engineering workflows. https://aiagentsnews.top/posts/prompt-patterns-beat-trial-and-error-for-llms/ Mon, 15 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/prompt-patterns-beat-trial-and-error-for-llms/ Stop iterative guessing by applying a strict 5-block prompt architecture that shifts probabilistic model outputs toward accurate, stable results.