Weekend puzzle: how do you cut the context each agent loads without cutting its intelligence? Slim the context, not the brain. Nobody's really solved this yet. How are you handling it? #AIAgents #AgentDev #BuildInPublic

"La era del AI como texto terminó. La ejecución es la nueva interfaz." (GitHub) Antes: la IA sugería, el humano ejecutaba. Ahora: la IA planifica, ejecuta herramientas y actúa directamente. Si tu app puede disparar lógica, puede disparar ejecución agéntica. #AgentDev #AgenticAI

LLM agent reliability: the gap between demo and production isn't the model, it's error handling. Build retry logic, circuit breakers, and graceful degradation from day 1. #LLM #AgentDev

There are 10,000+ MCP servers. GitHub's alone exposes 93 tools. You don't want all 93. You want the 8 that matter — with descriptions that actually help an LLM use them correctly. Building agentweld to solve this 👇 github.com/sheshnath08/ag…L #MCP #AI #AgentDev

ran the same agentic task across 5 models. Gemini 3 Flash won at 40s — correct + took a screenshot nobody asked for. GPT 5.4 Mini: 52s. Kimi K2.5: 61s. GLM-5: 86s. MiniMax M2.7: 95s. speed compounds in agent loops. Gemini isn't even close. #AIAgents #LLMBenchmark #AgentDev

GitHub Squad: no uno, sino un equipo de agentes IA en tu repo. Roles: líder, frontend, backend, tester. Coordinación: decisions.md versionado en Git. Revisión cruzada: un agente revisa el trabajo del otro. Open source. 2 comandos para empezar #GitHubCopilot #MultiAgent #AgentDev

axiom validate myagent.axiom axiom compile myagent.axiom --target claude axiom measure myagent.axiom --logs conversation.jsonl axiom crossover a.axiom b.axiom -o child.axiom pip install axiom-spec github.com/NovasPlace/Axi… #AIAgents #AgentDev #OpenSource #LLM

Codex Skills · 01 / 15 🔧 local-agent-runtime-debug Jobs stuck in queue. Workers not claiming. Heartbeats failing silently. Agent execution breaks — startup, claim, queue, or completion path. No more guessing which layer died. #Codex #AIAgents #AgentDev #Debugging #OpenAI4