Ex-Google engineer reveals how to build AI agent loops, harnesses, LLM ops, and evals in 19 minutes.
Trace → evaluate → diagnose → fix → ship → repeat.
That loop is how agents self-improve over time.
Agentic loops + harness + memory + evals - that’s the senior engineer stack.
This is better than $500 paid courses on the same topic, explained in under 20 minutes.
Watch it, then save the framework below.
AI is changing software engineering — for real.
At #MSBuild, we’ll break down how agents help, where they fail, and what’s shifting for the profession.
Real lessons, real failure modes, real guidance. No hype.
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@chennithala@INCIndia@INCKerala This kind of thought process keep you in defence. When you say we are scrapping it, you should mention about the points which scraps it. People of kerala started to expect more specific reasons to object it.
Sadanandan Master Ji's speech in the Rajya Sabha yesterday unveiled the blood-curdling violence against the karyakartas of the Sangh and the BJP perpetuated for decades in Kerala. The chilling details of the inhuman torture and pain that the karyakartas of the Sangh and BJP have been subjected to for decades shuddered hearts.
Taking someone's life or cutting off someone's legs merely because of differences in ideology or the lack of agreement in views is the kind of brutality that represents the ideology against which the BJP and the RSS Karyakartas have been waging a struggle beyond words. Anyone who believes in democracy and its values needs to watch this.
His speech should also be listened to by those who resort to performative outrage over freedom of speech and intolerance. Perhaps then they will be able to understand the struggles of Sadanandan Ji and countless others like him.
This is the first budget prepared in Kartavya Bhawan, and we are inspired by these three kartavyas.
Our first kartavya is to accelerate and sustain economic growth by enhancing productivity and competitiveness.
Our second kartavya is to fulfil the aspirations of our people.
Our third kartavya, aligned with our vision of 'Sabka Sath, Sabka Vikas', is to ensure that every family and sector has access to resources and opportunities for meaningful participation.
-Smt. @nsitharaman
#ViksitBharatBudget
It is a privilege to join the people of Thrissur, Kerala at Buon Natale 2025, a vibrant cultural celebration organised by the Archdiocese of Trichur with the city’s citizenry.
Thrissur, the Cultural Capital of Kerala, exemplifies how faith, art and public life come together in a spirit of unity and service. Since its inception in 2013, Buon Natale has grown into a unique expression of joy, compassion and collective goodwill — including its memorable Guinness World Records moment in 2014, when over 18,000 Santas came together to celebrate charity alongside celebration.
Sabarimala 'Gold Theft' flashpoint
'SIT found evidence against Minister, Devaswom mantri linked to gold theft, CM Vijayan shielding the Devaswom minister': Big charge by Kerala BJP Chief Rajeev Chandrasekhar.
'The SIT officers' hands are tied, the only way out is a CBI investigation with the Supreme Court monitoring...': @TomVadakkan2@RahulEaswar also shares his views with @ShreyaOpines.
Congratulations Thiru @CPRGuv avl on being elected as the Hon’ble Vice President of India with 452 votes out of 767 polled votes. His long standing social life, the gentleness with which he performed his hitherto duties will be reflected in his new responsibility also.
K'taka Dy CM DK Shivakumar sings 'RSS tune' during the ongoing session in the State Assembly— #WATCH
DKS is a loyal Congress worker...: @SaleemAhmadINC tells @anchoramitaw
They (Congress) have realized the RSS is an organisation of discipline and service: @TomVadakkan2
It's shocking what CPM goons are doing in Thrissur. The Police there
is playing in the hands of CPM.
The sight of the District President
Justin Ji bleeding with a head injury
attacked by policeman.
@AmitShah ji @RajeevRC_X@BJP4India@BJP4Keralam
@kerala#Kerala_Facism#CatholicChurch
The Thalassery Archdiocese has strongly condemned the remarks made by CPM state secretary M V Govindan against Archbishop Mar Joseph Pamplany, stating that his stance reflects the mindset of fascist forces.
#SaveKerala#ViKasitaKeralam